“云计算”(cloud computing)相信大家都听说过了。简单说,就是把资源放在虚拟的网络云上,用户通过互联网可以访问和使用它们。
先来看看福布斯对2024年“边缘计算”趋势的预测:
Edge Computing Everywhere
Edge computing is a cloud-related paradigm in which information is processed as close as possible to the location where it’s collected. An example might be a wearable real-time heart monitor designed to pick up arrhythmias. As most of the data it collects would be “normal” heart rhythms, sending it all to the cloud for analysis, then back to the user to tell them everything is fine, would be a waste of bandwidth. Analyzing the data on the device itself eliminates this cost and also means the user can be alerted more quickly if anomalous data is detected. In 2024, smaller, more power-efficient processors, more memory-efficient algorithms, and advanced networks like 5G all contribute to making edge increasingly viable for a growing number of applications.
文章中的“edge computing”就是边缘计算啦。
边缘计算与云计算最大的不同在于云计算是在云端提供服务,而边缘计算服务是在靠近数据收集的地方提供服务,位置从云端转移到了边缘节点(edge node)或边缘服务器(edge server)上。可以说边缘计算是云计算的延伸,是云计算把一些业务下沉到了边缘层。
边缘计算发生在边缘层,位于云层和设备层中间,显而易见的好处就是离用户更近了,所以时延更小,提高了实时响应能力,降低了网络不稳定或带宽不足带来的影响,提高了业务持续性和可用性,也增强了数据安全性。
福布斯列举了穿戴式心电监测设备,这个设备可实时监测佩戴者的心率是否正常。一般来说,大部分用户的这个数据都是正常的,对吧?如果每次都把数据发到云中心去分析,然后再返回给用户,告诉用户一切正常,这将是一个耗时且耗带宽的动作,是对云资源的浪费。那怎么改善呢?如果我们能直接在穿戴设备上对收集的数据进行分析,数据就不需要大费周章上云中心兜一圈了,如心律有异常也能更快反馈给用户。这样既降低了成本,又提高了效率和用户体验。
具备以上知识以后,我们再来看看边缘计算的详细架构:
根据上图可知,边缘层主要是对设备层收集到的数据进行处理、过滤、缓存、虚拟化等,如果有需要再将处理后的数据发送到云端进行更高级更复杂的处理和存储。
我想到了一句俗语,“杀鸡焉用牛刀”。确实是,有时候边缘计算就足矣,不用特地去“上云”。但是一旦需要“云”,边缘计算也有先天优势随时可接入云,可谓是相当灵活。
总而言之就是响应快、可靠、安全合规、划算、具有互操作性。
除此之外,边缘计算也可应用于自动驾驶、远程手术、工业自动化等领域。
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zpfuDM8ybNQ+lc0066DvCU3YF/XiQ66A8XZ8/a8h8CfgMDnkw67Dow6cegxIKlHTflayFMT0o60ZOO5dGedF49yaIv6SGwoJ361OTIwgNYSCcWIwAphQpBk+QrTHWQ3DhU3VZhvKijV7xwUoYOqQz6SXVN68RpZEo32Udjpx62AjTaGZfkKERn7BtDM3Hy4gVe9QlTHcr6j8dBXDpONx9fiW1NPNaXOD6S50dp3/HYiDP2uJ3OMbrntS3KR1Zan7rt/AdC7TjPqX5xOu1bZYxBMuL/DChPIe3jNvIDxo9NOdepr+b5dCwHeale9Kd+8trTj8o5t/izzgFt0QG7qU4cUl/XA22oq2s/rud48+DK56T4nBg827vVrrmM8JClV7QFn9SL23UbrxM8BaC8hCQAJWz8W+2+6Isv+n7aJgWPGJjol3R8IQh8+qlT02XH9iCegk7T9Y/1EyQxjhgKVUfwpzEr32E916vtbrvX4QMGz87BkzmzFXz2CjrpqwngmQegWjt6Ffb85aI6LqhR7zPejcIx2FkCpHSk5XlwMmo2TC+gQQbPeCxAJv8R0bln9y7e6aN81M61x2vQsw/sCwbP7sCT+bUIPnsJnfTTJPAUgA7UrXZf6NVN9txWjOEiBpE0DnikO6KjeK5SuwwyePIfiXQ8eWl8xLeMq7suR/G68pib618Gz+7Bk/k0hc9eQyd9GDwLXj7wxNLMiUXPIKbPz+HMek6NnU9D5/j5S8FskMGTa1LPMca33TVGfAI4jZ979HXczOvY58XnpV8+0C/w/NYXvqfNsUaEvBTTzQfkNV+WhYLPfkAn/aK3XupphDFDCNec8aW2NjbK7JaW+Va7Adu3Xu0D9gH7gH1gyH2gX+CZQoXT09tZHQX7GTyHfLLp1/+eLdc7M/YB+4B9YHB8wOBpIGwK1Bo8DZ7e6bAP2AfsA/aBIfcBg6fB0+A55Be5dwIGZyfA58rnyj5gHxh2HzB4GjxHEjzf98cHhL//8W21/88aHdBluhMNMr7yV3/dlZxe6XD7HfeENcs+0pUO0x1/q/apbtiqV3bvxI/+x03fDQtmLs36JiQd677h2RfC2mNOzMoPff/M3HPaSkar8rg/xbHHdVd/PtOF8dA3+q1/+LEJ/Sg/7aSzJ9LoiV0lw6GByT5gH2jHBwyeBs+RBc900W/ngul1HXToBQABDt1CQK906JWcXtsYealu2KpbUI/149whO84rigt2da7iNG1e2rI1A76Lzr8iAKDomMJn3EZjiP/T0ao8Tzf6oh/6p5w4wAmA6j8SqkMoGfQPnCrt0NBhH7APtOMDBk+D59CCJ0Cg3SUW0HjR1GKt3aW0nN0dFmDqpTtTgg3a0J4LjUWYNGXsCmkRb3URCogI6Y9DO0/EY6gBBIoWevrVzpvqxTJjOeimcSMP0KE9utJWcekey8aGaot+tKWeZFCXQ/nE6Vu2oj/gSLIBHOQorVB6KU1IPexMvMzeaZ95uqXjxCacN9rSd2yvdnwh1rMojv7x2KmHbho//dB33F4gKX9qJaNVeSxbcfqVz3F+sQFlcZxznupOHc6rzonkOTR82AfsA2U+YPA0eA4leAI0LKAABgsoC3y8qFPGIq1yFlAOLhYWWMpYUGnLokx9Lf5qi0zV0YJPfRZpjrILT2UADvKoj87II00+IBTLIS1AUHuFakM6lak0ulEu/UjTH7rTPm4ruYSxbGyEHmqLTbEXthEkUVZkK/SPzwNp5MX9EU/rSU/KkF9mb/SlXOcnTzfZRP3GNhGUcj7a8QVkSU5ZiDzZRfUYJ7qSxrborDLC2I+VLpPRqo9YtuKcD+yrNPogBzugE2XxOVM9wqLzF9dx3BBiH7APxD7Qb/DkG5R8AH3sgOMnvvt40B8uzvLI5yCdwo/qpPnUj/Pi9vRRJlPtqBN/0zPui3zpqnzJVDvlS17chjzaS4bqKF+y0nLlK4zL8+SRp7oK475SHVWmuoTUUb7CvPOVNz7y1KZXYU/fahc8ACk4PIs1i6mcHzhh0VQ6BhEWf4BDZbSlvhZn4jEsUT9emAUL6lty8kL1G+uGPBZ8jYH+pUORTHQSAOXJpBx5tCce9ydgRD+1jXWNZROP7YY8dCtrG9tKtlH/KfSoX2wd64lNOChvZW/axX3m6RaPM88mtKcOfbXyBepJ705C7AbkyZ7oHfclWUX5lKcy1EZhO+XI1zmknUCTc8N5IsR3JDMOyY99Py5z3LBhH7AP5PlAP8HzR9/86aTvnf/y7+/OYAXoSX/pn2BUW+rGYEM7ypRHWnUeuPORSWL5iL3qxSH1OJRHvU0v/D5Lo4fKivQEuvidPHZh1gZ9+MC7QA5ZeX2n+lFPbSYpHsKEDsjRj/rqM5VFHY2HsMx+kkcY211tVC47xDZBNvlxu7jf6cR7Cp4spCyILKraSRLscCGQHwNDDCLxhQKUCExUP21LP4IitU3rKD8N8/qN8wATYIQFnnGk7ZWO+4vbp+XIoa7yCeP6cVx1YtlAEmn0YpcQ3QQtrdpKHuNADoCDHOWnIXYVlBEX/LSyd6yvZKa6xek8m6hdHLbjC3H9sjg2w37YQvZD707AM09G3GercuoK8ON2cRx90BMbca6wfXwdtWofy3LcEGIfsA/gA/0CzwvWXpPxi6AQYNIunoCOEPACqDgELQI78mLIpFw/gQ9p9REDEXnAoOpJNiG68KMf+o/rxZAV6xm3J/6bR5+Z0E1/VYgxM0bJTtvE+tEPP+kex+N2tKEv8tBboEo+R1xXcdmPdmkd9SO7k6Zd3vkS5MY2oS4y8+yq/rsNewqeODcLL4DB7hWLJke8yFOmiTAGEQCDxRYQiA/VT8EmrhPH8yBC/SmM+43zBGQALbpwlMmLdcqTqfI8yIrrx3Hpo7ZKAxsAoWyk3cV22iKDcQgeU2BXH4T0AZgBOrIH+bGN47jsk+pLm1S3OJ1nE+nRqS+oXVmoXUTsJ3+kPmOVLdVe/+lBR+URFslQnVblqlcGjuiG3WV/QvRAz3baq45Dw4Z9wD4Q+0C/wBNgFPSwa0dcaQEddbTLBvgIWNRW9QAplQFKcRuBFOUpELHDqj7VXqGgln7j3coYstQ/fein9moHnNGevjjQTaCougplA/qg/7ie5CsUkPKnKfVDvuAdWfEvBkHJFwRLFnrwQ0ftpMru8bilr0LK0l/cn+pNN+wpeGqRlLOziAIkWsBTOIlBRADAok97taUO6bQti7N25tSf2ipdFKrfuL5gkzYCA/qM66TyYp0kM66jcuxCnFDl6E4e6RTCVB+Z2EE2UFtgT23L+lV9QsZBGw7GF5fFcY0de8RA1sreyE31THWL0xpjbBOBfqe+EOufF1e/qb9QlzyAPG5HfcaL7ZVfJoM6rcolh1C+nedb2J1D54v6cZw0/pLqHMt33MBhH7APpD7QL/AETAR0AJAACjgR0AnSYgDTbl0MOtQT1JBPe8BJO40Cqxg8taMXt5UMQoEjfcd1YgCTnuhOXP3QHvn80IH2qktaMBf3R1zgSX2NQ3VIx/1oZ1O7sgAusAp8Sha6Sy/BOe1kl6yTECba0I4f/dMWeeo/Pl/kIUcyKYv7Ik6e2vYq7Cl4siCyYBOyWGox1gKbwonKuUC0G0ddYEQ7e9ShPG0LfMV9Ka2+gKaixVn90gd9AVuSpYuVNOVK54WxTpIZ14vLgSnkoZ/sRDn1ySPOGNKxAynoAoxQpnLpJlAk1NjjfmN90KHIJnE9+kMGeipf9tW5Vbqsz1S31EaxTVTG+Dr1BerHkCydCbEbYwEw0Sc+KMe+cX+UM37GJzmtZLQql5w4pM/YvpQxdvoW8BInj3rYSu0ZS9F4VcehwcM+YB+IfaBf4Am0AEDADZAIrPADUgRphEAp9QQyhLQRUJHmJwgiThlygLA4HYMdMpCrdikcxYAW16E/5MR6Amrkc6hvylOApE9+gsa0zxiM0R39VJd2cT+CV+xGPdqqDnJJ05/0IiSfMLYfcvhpjMQZA2nkcm5oJ3vQVlBPXDJlE/Wt/kj36ugpeOLkLNgsqiz26eKawgwLKnm0Y4FlcVU7QIT2hJSnbdWXIEkQST4HaclWnkL6ZfEWPKWgQT10Ud9ql4axTvFYVC8uB9CkE7LpO9aPvtCDQ2NHJrKwjdpSTlzAR7nAR/LifqULIbDCuOO8vLjkCYBUR/ZCPjqgl8qK+pQslROqDfI1rthXOvUF6SO5CrERZUVHXE96pL7QSkarcvWRhtiFI85Hh9jnBMHYJrZ1bKu4veMGDfuAfaDIB/oFnsAIMMMunuBI8ENIntLs5glktOsXwwxlAr64HfLjNJBFmoO4oC6WFcfpV4CnfPpRnvSUTELpQX2gmTy1zZOnMkLkqr10Vzrug7h0oJ3sg200JsrTNuqD+nG/1Iv7kd3Jo0wyCfPOF/VifeJxxP1MN95z8Cxy+qrzBZed9gtICCJT8OpUVlPqMyYgBgCLAaYp+k1XD2BakD5dWVW155wAuZ36GOcR8KxKT/djkLEPDIcP9BM8pwsibt+73cRBsOXQgicw0umizgQLnAEEgwYyZYsDoMK44t20svqDVpbuHA6K/uwgt7MDHY+HXVHgM85zfDjAwOfR57GfPmDwHC24azKADi149vMCtmwvEPYB+4B9wD4wSD5g8DR4NgVGDZ7vPBM6SBOIdfWCZx+wD9gH7AOd+IDB0+Bp8DTw+XapfcA+YB+wD9gHKvEBg6fB0+DpyaaSyaaT/xG7rndQ7AP2AfvAcPqAwdPgafA0eBo87QP2AfuAfcA+UIkPGDwNngZPTzaVTDbevRjO3QufV59X+4B9oBMfMHgaPA2eBk+Dp33APmAfsA/YByrxAYOnwdPg6cmmksmmk/8Ru653UOwD9gH7wHD6gMHT4GnwNHgaPO0D9gH7gH3APlCJDxg8DZ4GT082lUw23r0Yzt0Ln1efV/uAfaATHzB4GjwNngZPg6d9wD5gH7AP2Acq8QGDp8HT4OnJppLJppP/Ebuud1DsA/YB+8Bw+oDB0+Bp8DR4GjztA/YB+4B9wD5QiQ8YPA2eBk9PNpVMNt69GM7dC59Xn1f7gH2gEx8weBo8DZ4GT4OnfaAvPvDYzm1Bx0+2/C6kx4bd28OjL78c7rv94ey44eK/Dulx6/fuCCxUHA898FRf9Oxk0XRdQ5Z9YHo+YPA0eBo8DR1ezO0DXfnAM6/vCOu3b8mA8lu/fzZ8cdOT4YrfPRLO/O39bR0h+XUyGS3/i7XhozNPCZef8vkMVlnMnn76xa7GYZCYHkjYfrZfJz5g8DR4djLX97Pu2AfXhnXr1oU/4J/Nr27zAmIYsg80yAfYufz51k0BwLzuxcfaAstWAJpwZ+jVBCMg/fbXb/UuaYN8qBM4cd3hhVmDp8GzV3P9dOUYPL1AGDQb5AOAJrfG2cVsBZDdlvcLPPMmI2CU2/gseoaa4YUan9vmn1uDp8Ezb46uI8/g2SDo8OTd/Mm71+foxd27sh3N//7yhr6BZgqoVYJnPKl96N8vCicuPz+wI+rb86Pn672+diyvMx8yeBo84/m4zrjB0+DpnaiKfUCw2atb5ylYtkrXBZ7pRMfzov/9+lsMoRX7n4GtM2AbFnsZPA2e6RxcV9rg6Unf4FmBD2zZ80a2s1kXbMYw2hTwjCc9bsmzE/ry5tfsjxX447DAlMfRPkQbPA2e8ZxbZ9zg6UneC30ffYC3z6u8jR4DZlG8ieCpSZDb8Wcfd5VfTuqjTxrW2oe1YbKVwdPgqXm27tDg6Qne4NljH9DuZiefOCqCxH7kNxk84wlRu6DDtPh7LKMJfU047wZPg2c8v9YZN3j2GDqaMMFYh3oWN57d/O4rvw0XPP9gZS8KdQOmgwKemhhn/79H+ja85yn/B3maPmDwNHhqTq07NHhO82I25NUDeU2yO8DJdza7gcA62gwaeGqS5DY8n2byc6C+5pp0/Q+KLgZPg6fm0rpDg6fB0zsJXfrAoAGnIHdQwVOTJQDKi0iDsuBbT4NyE3zA4PpPzuIAACAASURBVGnw1Bxad2jw7BI6mjCRWId6FjSe4eSWukBu0MJBB09NmtyC52/K+zqo5zqw3QfL7gZPg6fmzrpDg6fB0wt3Bz7AXxVq+jOcrUB4WMBTkycvIT30wFP24w782NA4WNDYi/Nl8DR4as6sOzR4erL2gt2GD/CnLJv6lnor0EzLhw08NYlefsrn/fxnG77cC4ixjMEDV4OnwVNzZd2hwdMTtcGzxAe4rd6073CmINlpeljBk8mU2+8ssAajwQMjn7P+njODp8GzbuBU/wbPEujwRNjfibDp9v351k0Df1s9D0qHGTw1sfE34f32+2hfv02fX6rWz+Bp8NT8WHdo8DR4enco8QHeVv/ipicH9uWhPNiM80YBPJlYefvdu5+Gz6oBr6n9GTwNnnUDp/o3eCbQ0dRJw3pVs4DyJy4H/eWhGDLz4qMCnprkePbT108114/t3Fw7GzwNnpoT6w4NngZPL8p79wWe5Rykj8DnAWW7eaMGnkyyy/9ibXj66Rft657vRtYHDJ4Gz7qBU/0bPD0Rj+xErN2ZZ17fMTRvrLcDn6MInkx43Hr3dz+buyOn69Fhf86RwdPgKfCrOzR4GjxHGjx//drvh/7Wegqjowqemmz5s5uGm/7Aje3aXLsaPA2emgPrDg2eBs+RXYRH5da6wXPqguO33psLSIbX/pwbg+fUeaBuABvV/g2eBs+RA0+e57zuxceG9q31FDTT9KjveGqy93Of/QEcg2Mz7WrwNHhq7qs7NHgaPEcKPEftec4UOkmnv7onoTr757lP/7nNZoKSAba358XgafCsc66N+zZ4GjxHBjz5s5fD/qmkPNBM8wyekxcgv3TUW8AxMDbTngbPydd9DEKOV2sbg6fBcyTAk5eIUgAb1bTBM3+S/fbXbx2Ja8Fg2Eww7Pd5MXjmX/eGzurtYvA0eA79Ynvf9s2Gzt/eP2EDg2fxRGv4HE0o6zf0NUG+wbP4ujd8Vmsbg6fBc6jBc8Ou7WHPW/vD9ZsenwCvUd3p1LgNnuWTrOHT8NkEUOy1DgbP8uve8FmdfQyeBs+hBc8XX3wXsQyf3vHsZGE5+7irhva66DXQWN5ggLrBszqw6mSuGcW6Bk+D51AusP/06NvvUuc7McPnOHymhhnFia/VmMcOOD78+mcPDOW1YVAcDFDs9XkyeBo8W817VZUbPA2eQ7e4/uM/vB2+cH0ITz6RIlbwbXd/Tim0mlyBzp3bX8+c545fPzF010evgcbyBgNkDZ4Gz1ZzX1XlBk+D51AtrOvufyuDTsDT8Pnu7XU930mY/qqabAahnwvWXpOaJzy2fTDAwgDo81TmAwZPg2dT5mCDp8FzaMDz4UcnQ6fh0+DZyUSbB51Q6O1b9oWfvrx3aK6TMjhx2fDCq8HT4NnJfNjPugZPg+dQLKhF0FkGn5v27g4XvvDgyL3tnm7p9XOCGRTZZdC5at2uwGH4HF4oGwXgNngaPJsyHxs8DZ4DD57PPLd/0u11wWYabnklRa4QRhE+Uys0ZTKqS492oBPwPGb9rvDEa28O/PUyCpDlMU79T4LB0+BZ1xyb9mvwNHgO9EL6wqb94StfGn+eMwXNNP3VL4dg+PQznvEkWASd33hhb7bLqd1OhcDn8zsNnwa7qWDXdJsYPA2e8dxXZ9zgafAcWPDcunNf29ApCDV8Gjw14RZB55eey4dOwefpj+4Om3cPHng0HYysX399yuBp8NTcV3do8DR4Dix43vTN8c8mCSrbDUcdPn2rfUboFjoFn1c9tWdgrxsDXn8Br6n2NXgaPOsGTvVv8DR4DuQCqm91tgubab1Rhs9RB88fffOnqQmydKudTkGnwpteeGMgr52mgpH16i8QGzwNngK/ukODp8Fz4BbPVm+wp5BZlB5V+Eypq+5JqMr+ewWdgs87X/FnlgyM/QXGXtnX4GnwrHKuLevL4GnwHCjw5GWiIpDsJr8IPh/ftW1oP7M0quDZa+gEPv2y0WBAV6/gbZDlGDwNnmUwWGWZwdPgOTDgyctEf/219t5g7wRCgc+9e1McC+GBnVuGEj7TkVY54dTVVz+gU7uevGw0yEBi3UcDng2eBs+65t+0X4OnwXNgFs0f/bC7l4nagdC/+9bowOeogWcedO7a/3a4dsMbuZ9MElB2En71OT/vaYBtNsAaPA2eKQDWlTZ4GjwHAjx79VxnGYSOCnyOEngWQedZj+3pGXQKUNe/6uc9DZ/NhU+Dp8GzLtBM+zV4GjwbD54vb2n/I/FlYNlO2SjA56iAZ5XQCXx+8mF/39PgafBMIcNpA2/qAwZPg2fjwfM73+7fLfY8GB12+Bx28DzoDxeH3zz6TDrMwO31fux0aseT0N/3bC54jToUe8fTAJgCYF1pg6fBs9Hgue7+t3r6FnseaOblDTN8pkRW1+TTj37rhE4BqG+5Gz6bCLkGT4NnP+bcbmQaPA2ejQXPKm+xdwKfP3tt00C/7T6s4NkE6PQtd0NnE6ETnQyeBs9uILEfbQyeBs/Ggmc/32LPA828PHY+837f3vLcwMJnOp5+TCxVy2wKdGrX02+5G0CbBqAGT4Nn1fNyUX8GT4NnI8Hzmed6+6H4PKhsN+/nt6WoNp4eVPhMR1M0OQxKfhF0Pr/rrb4/0ynQzAufeO3NRl5bTQMi61MNpBs8DZ5NmdMNngbPRi6O/fhQfLugmVdvmOBzmMCzDDqPXb+7559MygPMorwLH/eH5Q2V1UBlO3Y2eBo8DZ4GvkYCXzsTWL/r1PVCUR5wxnnDAp/DAp5Nhk7B6E9f9rc9+z1fWH57cGvwNHgaPA2eBs8cH+DPYn7lS73/s5gxQE4nPgzwOQzgOXbA8WHn9tfToQRur9e90ynoJOTbngaj9sDIduqvnQyeBk+DZw50eOLp78QzCPa969f1fD6pExgddPhMaa0pk1G7egwKdApAb3rBf05zEOaeYdfR4GnwbHeO7Xc9P+NpAG7MjkzTdztjOC2Cz29sfrrxb7sPMngOGnQCn8es3xU27/Z/Kocd7Jo+PoOnwbPfQNmufIOnwbMx4PmP/1DtXyiKQbKbeB587nlrf7h+0+ONhs9BBc9BhE7vehq4mwKkBk+DZ7tg2O96Bk+DZyPAk93ObuCv7jaPPJRiXAhNh89U435PMr2QXwSdD2zb36hnOgWaaehdTwNo3QBq8DR49mIu7oUMg6fBsxHgOQjPdhZB7pNPpCjXbPhMte3FRNJPGUXQefuWfbV+LimFy1ZpP+tp+KwTPg2eBs9+ztOdyDZ4GjxrB89BerZzGOBzkMBzWKATKPWup8HT4Gn46wTQhrWuwdPgWTt4NvW7nUWQWZQ/KDufgwKeF6y9JlU1Sw/aTme8E/r9F/2Ge53wNcp9e8fT0NsUkDV4GjxrB8+m/ZWiIrBsJ38Q4DOluaZMRrEewwidAKi/6+ldz7rg1+Bp8Izn2DrjBk+DZ63g+cRTzfmb7O2AZTt1mg6fTQfPYYVO7Xz6rxkZPuuAT4OnwbNO2Iz7NngaPGsFz+98e7A+odQOeFInDz437d0dLnzhwdo/tdRk8Bx26AQ+/TfcDZ4GT0NgDGKjFjd4GjxrA8+XtwzfbmcMpi9uTBEvhCbAZ6pVUya9Iuj8zotvDtTb69rZLAuf3/lmbdddHdDjPuuHbe94GnabMtcbPA2etS2Ag/wJpRgwi+Jf/XIIW15JMa9++Ew1asJkVASdX3pu79BBJ0D61ef8kpFhtFoYNXgaPJsw16ODwdPgWRt4DtNLRYMEn00Dz1GDTsCTTysZvKoFr1G3t8HT4GnwNPCN9MLzwqbhvs0eg2jTdj6bBJ7f+sL3UnWy9LDudMa33+98Ze9IzwGjDoJVj9/gafA0eBo8R3rRGbS/yx6DZDfxJsFnSnp1TUY/+uZPU1VGBjoB0Kue2jPSc0DV4DXq/Rk8DZ51zfVpv77VbgCuZfH7ypfCQP5t9m6gU22aAp8p7aWTQhXpUYdO7Xxu3u3bzaMOhFWN3+Bp8Kxibm+nD4OnwbNy8Byl2+yCToVF8Pnsnh2VfWapbvA0dO6aeGHK3/Q0eBs8DYTtwNow1TF4GjwrB89f/OKtkdvtFHgSAp87dqT4F8IDO7dUAp9pz1VOaHnQuWv/2+HaDW9MwJh2A0ch9O12g6fB0+BZ5RzchL4MngbPysFzFN5mj0EzL/533wph794UAauBz7TXqiaiIug867E9IwmdAuuqwMP9jDbkNvFW+/Xnf3ViOqpqHnI/9YO+wdPgWSl4DvtH4/MgsyivLvicmOnfiVQxERs63729LuBU6LfbRxsIq/oPgcGzfuCqYq4dhD4MngbPSsFz3f2jfZs9hdA64LNK8DzoDxeHB+58JO0ycHt91Hc6BZ7+mLzBswr4bBp4Hj//zHDbd2+fmBsuPfFzYfWHPhG6Baf5f3J02LFt54Q8Ik2Q1UoH7PCdr/043PuL9ZN0J82OMOMqkjGpQRuJJx7ckMk86I+WFMos6quX+QZPg2el4PmjHw7n32ZPgbKTdNXwmc5PvZxQYllA528efSbtztC5bvLu5ycf3l3pNVgF5LiP5sF0U8ATmEoBMZ4kNj73UgZH8VzSKg6w5sls1S6vvJey8uQrD6BMYTO2g+KMCyhXuzhUnU5DZE4H8mMduokbPA2elS56o/gZpXYgtEr4TCepbiaOVm0MnZPhUrubRaH/dnvzQG3Y4Llu8GSXjR23dn/sAraaZygvA9l22sd1eikrlpvGi+C2zDZ58FlWv1UZ8FnXzqfB0+BZGXiO8meUpgOfd+34fU/fdk8npHRSnG7a0NkZdAKj/qySwbPfoFs3eMa31dM5qCj99WtvzoVPdgvLIFHy2pnLeimrnf6o0wmAayyAYnrbXWXdhkX2bXcc3dYzeBo8KwNPP9/Z+qP5RTuf397yXM/gM52kup088toVQefzu97yM53JLfZ49/PGp/1XjPoNXqMuv07w5DnG9Kdb6pRxFIFkCludQFveHBXn9VJWLLcszs5l+gMqTz/q0gnIpg556S/dBU7LSef1jQ3zxkpeXv1+5xk8DZ6Vgaef72wNnuyM/vy2vOkkhF7BZyq9V5NMGXQeu373SH8yKYbMvLif8/SOZ7/BuE7wZGct/aVAyTxEnoALMKVdWi+VQ5q6eb9Wc1tem25ltepL5XkAmPe8ZR6gopvkEOb94vI4jh3zfnGdquIGT4NnZeDp73e2B579hs908unFZGPo7Pz2egqg/vOZhs9+wmed4Jn3Ek3R84Xs/OWBmOapeP4CUtkppSzvpzZFYdxmurKK+ojz8+Av3cWM68f6Kd5JeVyXeN4vrVNF2uBp8KwEPP39zvahU8+D9mvnM518pjvRjB1wfNj0wu9TsYHb697pbB9I17+6t5JrsZ9wY9nNheemgSc7f+zqFQFo0bzERCNIjNtOmYAKbjvHcnspK5ZbFEdfxsxOrnY+SefVp27eL67bqjyum/e4A/8hiOtUFTd4GjwrWeyeeGr/SP+ZTMFkp2E/4DOdrKYz2QCdO7e/noo0dJY8z5nudCp90wtvVHItGg6bC4f9PDd1gie7kmU/IIydPyAsvbUez0/AGPVi4FR5nnyV5YW9lJUnv928vLHQFlukvxQU03LSef0CnQLduE0R9ObJ6GWewdPgWcli98Lv3s7+PvmLG0NYd+/4c4y8SNMpiI1i/V7DZzzxFE1U7Uwyhs72dzMFl2Wh/277aAJhP2Ezll0neAKTenYznX/y0gBW2e32vPkpT05evXbyeimrnf7SOsBo3rOmeqxA9fP0bDev7Ba/5PcrNHgaPCsBz+df3Fd4PWx5JYTnnh0H0u9/J4RvfN1AmgJ2L+EzPRHdTC6Gzt5CJ0DqF4wMnjEo9jpeJ3gyx+Tt4KVzUZruZEcubUu6m7mNNnm/bmV12g7ozNudBNzT3dE8PVvl6TGFTvXqZX2Dp8GzEvDc+NquVtfDlHJ2Rx95KIS7bg8BIP3ql0cbSPPgc89b+8P1mx7v6FNLqaE7nVCKoPOJHX6ms2xHs52yXsOG5Rlm5QN1gyfzDLuYeS8apXNSnC679R7PXXEbxePyTuJqH4edtO+2bhF0okcehMf6dRIXfKYg263enbYzeBo8KwHPTi6Ksro7doQwyrfrAfH01yl8pu07mTSKoPP2Lfv8uaQunutMYfSJ196s5HoUjDgcHTBtAnhqrgEmuW0MhLa6Bd/uLeF0XiOt/joNeymr3b55DrPIFnnQidzp/thZrQM+DZ4Gz74vdPf8dnP4n079Wjj8iz8Jx958R7jhjsfC7c+8FLbv2Tvd62aifXy7/ta/H+7b9U8+MTHsiUgn8DnR6J1IuxOjobP3t9dT8LzzFb/ZbhjuDww3CTzTOUcgmvdcY/rtyrSt0um8RlplnYa9lNVO32UvXxVBJ3LzfkX98ZmqPPumLywVte9lvsHT4Nl38Lz5oWcz8AQ+0+PfnPe3GZBe/NMHw9/cvyED0ryLqds8dkcBtWG7XT8d+Ext2c6EcsHaa3LfXvdOZ29h1G+29we6DLP7QhPAk129+C/0pHMPu295cJTWy0un8xrpvHrt5PVSVll/jLfoT4lih1YvWHWqZ94nlZDRqp+yMXRTZvA0ePYdPM/9yQNTgDMF0DT93uu+H5Z+/WcBIP3hY8+H57dO/fNheRddO3l7906+Xc/zo+nLPIOQ7hY+Uxu1mjiAzryfobO30Mnu51ef8yeVDIn9ge+6wFO31DWHcDu57LnN9MUa0q3mKMrzfu20y6vTS1l58skD9vIgm76LPhmVyupGz7w26dvyaT+9Ths8DZ59B88Tvnt3x+CZgqjSul0PkPp2/fhubjqRtLrtntYvm1QMnb2Hy/T2epy+8PHdfb8eDXb9Abum27VO8EznHGCS3bd07sm75TyMz3jmjRMbAaJ5dkntpHRqV9IqywuLdjwNngbBoVt4Dv78j3sGngLQONTt+lN+cO9I3q7vdOcznazyJijyDJ3VQicAavAcTSisAlrrAk9uJxe9NANo8Yxh2UtGZbuj8dyVzmutICxum8a7kdVOm7Jb69gAMGx1IEP6ttMndWnDs6JF56ET2FXf0wm942nQ7Tvo/n/XfK+v4BlDaBz/T5f93aTb9Y9sejXvOu0qr2m36/Pgc9u+veHCFx6c8qmldMB5E0gRdN76st9ej3coex0/Zv2uvl+PVUCO+2geQNcFnswv3FYugp50PorT6Ys1wFkvfujUS1nIy/ulc2vRjmNe26K8GBKL6nSS3+6jDOlYppM2eBo8+77QxTDYhPiw3q7nRar0t2nv7inwmdZJJ5Ai6PzSc3v9yaQefDKpFawa2poHbcNwTuoET+YY4DN9fjOdi5QGUvNeQuolLPZSFuPL+6Vzay/AM34RKK/PTvKwcywv1bdfaYOnwXPkwDMPfofhdj0f2OezUukvhc+0PJ5cDJ3V315PQXQYIMdjaB481w2emmeAL57bTMGP2+684c3zhvHtZLUjTNukc1m76V7LQl7eL9adeC/AM5aZ12e7eXVBJ/obPA2efQXPJ36/rZbb7Hlw2U3eoN2ubwc+04lJE9m3vvC9tChLe6ezWhj1R+SbB23DANJNAU/NN4TxSzZxflHc4Dn55aHcCbskkx3nVnBfZPte5hs8DZ59Bc9/eHLjQINnEaw2+XZ9K/hM5yUmlB9986dpdpY2dFYLnex+rn/VH5EfBtBr2hiGATx7CT+WNWPiJaWqbWHwNHgaPHM+bF8EnGX5TbpdXwafKWEaOquHy/T2epw2eHrHsx/QavCsD7SqBrum92fwNHgaPHsEnkVQWtft+iL4TMEzL+2dzvpg1OBp8BwV8Gw6IFm//sC6wdPg2VfwvPoXjw7lrfYiyOwkv4rb9evvD2HH9jy0zM/btf/tYOisDzp9q93Q2Q/oRGYTdzwNdv0Bu6bb1eBp8OwreHbz5zI7gbdhq9vv2/X5uDmeC3Se9dgefzKpgk8mxbfW07h3PA2f/YBPg+doQl4TIdTgafA0ePb5Vnsv4Lift+vBzrdDCM/ueis8sG1/+M6Lb4ZvvLA3XPLkGwbRGiDU4GnwNHgaEpsIjL3SyeBp8DR4DgB4FsFrP2/Xx7uj7IY+seNdMAVOAVOOdMfO6endqjd4GjwNngbPXkFeE+UYPA2eBs8BBs88IOV2/cKv3RZ+8E/PZ+c2Bsh+xgFTDqDUYNo9fBo8DZ7DAp58G/iBOx/x0XAb8IdDqgRUg6fB0+A5RODJDujf3L+hn3zZtWyBKX/vHTC9dsP4jumx63d71zS6pW/wNHgOC3iOHXB8+Njs03w03AZz//NRBs9+XHSWWc9k7peLvtb3t/rZ4TzlB/eG57fu7BoK1XD7vrezZz1feePtsO3Nt8M+Hv6s6Pf8rvEd0xRMT3xktMDU4FnPXDXsa4RfLvLt+yp3Ncv68o6ndzy94zmgO56d7G7u2bG3bXx8Yfdb4Web90067t26P6zftj88vuOtDEw37RkH0z372xY77Yqv7B1/zvT2LeM7pnz2iWdMhw1MDZ4Gz35AsMHT4FkGg1WWGTwNngbPAQLPTnY3t27cGW797IPhH65/qGPoAzBT+CxL3/Vq88B0UN/MN3gaPA2ehsQqQbDqvgyeBs++gufNDz3b91vNeS/YDFvee6/7ftvPbj5970vhm6feET71H74WLvrg34V0t/P3/7Q7vLnrrZYw2il8loHpr17Zl+2YPrJ9f7Zjyq4qt/J3VngvP30zv6lg+vzON/t6TfYDaiyz+bDsHU/DbNWAWdSfwdPg2ddF7h+e3Gjw7HJHld3NY2++Izyy6dWWkAhc/uprj2WgCXDqePSnz09pe+tJvw3AZ/zb+swbcXIi3kv47AZMgdOqfgLTut/MN8Q1H+IG8RwZPA2eRSBYdb7B0+Bp8OwSDPu1q6rdze17Wj+XGe9uCjYVfvVjP5vCbI/etCV8a8FT4akfbp1UtuWpPWHjvfkvJ1UFn2VgShnPmHLwoXsOoLRKMMVgejO/n5+MGkSosc7Nh2WDp8GzasAs6s/gafA0eDYAPHuxuyngJDzzv/xt4BnP+Pf65jfDLas2ZOB5z/UvxUWBMqC06fBZBqcpmDbpzfx2Pxl1zPpdfb0eDYjNB8R+naMmgOfqD30iPPHgu597+/q1N098xocJifIiWCGfcn5lddKysjaaBNM2t3339qzo+Pln9qyvtA+lv/O1H4f5f3J0bj+pve79xfqJuujWqS3UZ92hwdPg2feFrl87g8Mgt1e7mzF0Eue2e/r72Tm/y6CTHU9ut6c/wHPQ4bMMTPVm/m92ju+YNglM9Wb+hY/v7vv12C+wsdxmQ23d4HnQHy0JO7btDEAdQHX6UZdm6evP/2oGXcxHrUCvG9gqa6M5EF0EY+ipX5yv8rKwrK+idmXj3vjcSwE4RyfgFPAkD1nktbJXUZ915xs8DZ59X+iGARB7PQae3bz9mcm7jprs4pBnN++7ZUP4zOzvTzy3mUJmmqZu+mMnE+CMj7QOt9+HHT7bAVMeLeBWfh2fjHpyx/6+X48GxGYDYr/OT93gyc6eoEngA3Qqj/lIIAVUAVn8KAdUaSOwQxY/dk+1W0gd6uonoFUb9RmH1KUNfSn/0hM/N7ErK/CMZQPPcT5p6ZP2BTQKHDUe6YzM+Bfv/koXymUT8rCLxqX25Mfjpg19kI9M/dBRcusODZ4Gz74vdP/x0pv9gtGpXwv/6bK/Czfc8Vho59nNFx9/NXsznVvmKVi2StM2/vEGu26xx+CZvmD0/B07JsCzaOeTl9DZOSwDuGEtq+KTUY9tN3j2C7xGXW7d4AkcpfADSHEAQvwEWdQDnigjTlvqCOzIo4zdU0EjdQRlwCO/uE0ebFFHcCY9kIccfgLMWDZlqT7oCghKP/pCB+ohF5noSr7GJn3oR+NWnkLkCmzRRTpSHvel+oJRyqQnYE47ZOXBrdpWGRo8DZ59B8+DP//jkQbPfu5uphD63YvvzSbM+J/1/23zpJ1OwWf6ghEgqh1PhSmcIneU4bMMqnvxyaiNu9/q+/U46gA2quOvGzyZOwSGgBBwxAEsAT38SBMHtgA34oATvxjstMtJfX7UEyQS5+CnPlRHZQpVh/7QDb34qU/JVEi7uE/FNQalFZIvWaoT9xHrKZ3ikLYAK/rpJxuqj7g+cCnAjWGZOtgTOXH9uuIGT4Nn3xe6o7/1q5EDz6p2N2PwLPpmp0AzDYteMBJ0Ktz23NRPLRk+J/9lpzIgVVkRmMZv5m/Z4x3PUQXDfo+7SeCpHUnBFADED5hSPIY9ykinsBWniQNb8Y+8uE4KWupTu5DoBbylOuTJpk4qW2kAD12Qh955P+qqH8VT/eI04Iqe/IirL9UBSOkXsJXcvH5Vv87Q4Gnw7Dt4jtLfa69ydzOGTuJF3+xMgVPp9AWj/W++PWXH0/DZOWAKNLsJX949ms8f9hu6LH9fqBs84904QY+gTKAkAAOggDby4x1DwZbgirRgC8iiDWXaVaRcbdRnHNImrhPvElKGfpIl2UAfP+SkspWmHfXRTXnSWWOSHtJBaYW002MEyiPkh2zJJQ/Z9KXdUNVDj7htrEOcX3Xc4Gnw7Dt4DvtH5NndvPinD7b17CafOOJ2eDfPbqagGafLvtkp0MwLs1ks+id+wUjQqdA7n/2HUAOSwbtfPlA3eAqUeM6QOAcwyk+gRB5xdvaALkBJu5HkxzJIc1uZI4ZTtUGu+lEftIkP1SEPcOMnOCMOuKWy0YsfbaSPZKZpwSChnq9EJr+4H9pJhkLKacf4KY93PNEp7gsbAM1qSyi7URdZ1NFuLoBKOq5fZdzgafDsO3g+8fttQ3mrfenXfxZ++NjUvwyUzSrJP7yZfuPKn3T8olAMl0XxVt/szANO5aUwmb5gJOhUmNZnmL7t3hsg/eUrhq5+QZfl1r/jCdgAXbodLihjDqGMH3BFHFAS4AFLwBP5lJMPNPETnFIGQD7SNAAAIABJREFUTOmnF4YEbORTJz3IV5+0QZ7qUCYgjGUrjo60jWWnadUlX5DN+CU31jsFR8ridvSDDLWN+8qUiP6RLNmJIsYmOypfY606NHgaPPsOnkz6vf4cUV3ytLv5/NZ3H/aOrvdJ0X7tbqYA2uqbnYLMvPDZn2+fpHPeC0aCToWGz96AZnorft1Wg6cBsX8+UPeOZ9Vw4/6mgrZswn8A2BFVuurQ4GnwrAQ8B/3N9qbsbqbQ2e43O/OgkzzeeI9/+gtGgsyisAg+eYEmBSqn27PJY9v7Bx0GOtvW4FkMYlWDV9396XnVuvQweBo8KwHPE75798DtejZxdzMFz3a/2VkEnvw1o/j35utvFb5glELo9o1T/5b8zn1vB8Nne6CZAvnTOwxHBuT++YDB0+BZF2im/Ro8DZ6VgOdX7nlyYMDz8C/+JPzN/e/+PeEYzNI4b5LzYk8KhFWkO/lmZxF4kp/+Hr/l1bbgk3p7tu1LmwfDZ3fguWlX/6DDQGfbGjwNnikA1pU2eBo8KwHPpr9g9G/O+9twyg/uDe0+u3nrZx8MfDezCsDM64MXivhzmvGP5zPLALOoLL1tznOf6e5mUdrw2R1kprudpA2HtkE/fcDgafCsCzTTfg2eBs/KFrx/fe43GrfrOSi7myl8dvrNziLoJL+bF4xiEDV8Th8+737V0NVP6LLsZrzVngKI06MJwwZPg2dl4Lnwa7c1AjwHbXczhU4+y5T+AMEyuCwrS18w4tnNGCzbiRs+pweffrHI4N1vOPaO51TI02eXmE/5VBGfKIphWJ8dopxPI6lM38XUPBx/1ok6reRKzqiGBk+DZ2XgWfdznoO6uxmD53S+2VkEn9N5wSiGUsNn9/D53E6DV7/Ba9TlGzwngycgybdE+S4mIClYJA4Q6gPspKnDj88QUQZo6vuifBuTNAdlreSOKmzG4zZ4GjwrA886nvNkd5M/Y9nOs5s8M8k3Met8djOGzLw4z5amP8CxCCrbyb9l1dQXqYDIGCrbjZfBZ95zjc4bh9VX9xg8Rx0M+z1+g+dk8GQ3E9iMgYi5VR9oj+PUAUQFl+lH4PXXiKjXSm7c36jGDZ4Gz8rAk4n1P156cyW329973fezN9O375n8Ak4KbaSfvvel8M1T76jtRaE8wMzLm+43O8sglO93xr9OXjBKobQIPjftedvf+Nw8dVf0zi2Gzn5Dl+X7Gc9WkKe/BMQOpnY4tftJW759yS9PjnY588piuXnlo5hn8DR4Vgqe/fyep3Y3H9n0asxQufFB2N1M4RNAjn9v7norsFtZBpTtlm28d/JfYmrnLxilwBmnN9z6Wtj/5tuxulnc8DkVPB9+zeBpMOy/D3jHc/KOZwp83Dpnt5L8eAdT9fLyKANUuWUPmKpuHMZy4/xRjhs8DZ6VgufNDz3b8x3PYdzdTKGzV9/sLAJRoDH+8YmlGCS7iRs+p0Jm3qMFfr6z/9BlsPWOZxHosasJHHJohzNvxzMPPNnNBDrz/vxkntwiHUYt3+Bp8KwUPFkAevFZpWHf3YzBs5ff7CwCz/QFIz4M3w1spm0Mn63hc/sbBi+DYf99wDueU3c8AUee19ROZwyA/Ecc2FQez4PqGU/yBKLx2+6qWyZXdUY5NHgaPCsHz6O/9auudz35M5Y33PFYaOfZTf6cJM9uAm4xyA1avJff7CwCz7wXjFKI7DZt+CyGT3+/s//AZagdt7HBczJ4ChyBTnY4dQgIAU3tgmpnkzqU6w14oFPtqENZK7mSP8qhwdPgWTl4dnO7nTfTb39m8jOO8a1hxXl2875bNgRexBk0wMzTt9ff7CwCT/J7+YJRCqmGz3z49N9nN3hWBcYGz8ngCVTm/QSXgCG30PWLdzaVl4a0aUfuKEMnYzd4GjwrB892b7eP4u5mDJ/9+GZnGXimLxhtWv96T263C0INn1Ph059RMngaPCcD4ahD2SiM3+Bp8KwFPMtut4/q7mYMncT78c3OMvAEEONfL14wEnQqLILPx3e8NXKfWvJtdkNnVdBJP97xNOA2BWoNngbPWsDzH57cOOk5z1Hf3Uyhs5/f7CyCzzsufzHmztCrF4wEnQqfv2PHpH6UGDX49G12g6fB0zDYFBisUg+Dp8GzFvBkwuVj8ku//rO2nt0ETnh2k2ceU0gbxnQ/v9lZBJ4/OO5ZMeBEKFjsdZje1leHowSfvs1u8DR4GjyrBL6m9GXwNHjWBp4/eeJ34o3CcOvGnYFvWA76m+mdwHG/v9lZBJ7k81H6+Dedv2DUClZHGT59m93QWSV00pdvtRtyDZ4GvtqAr+oJr6i/p7dsjxlnUnyUdjdjKK3im51l4MlfLIp/wGErgJxO+ajCpz8ab/Asmhf7lW/wNHgaPA2eIw+eTLC/fXDzBOeM4u5mDJ3Eq/hmZxl4ApHxb8tTe/oKnvQ3avD5y1f2BX803uDZL8AskmvwNHgaPA2eBs+9+8Kzj7wyUs9upqAZp6v8ZmcRfKYvGPFtz+nsaLbbdpTg03+b3dBZBIf9zDd4GjwNngZPg+c7PnDBATePxAtDMWSm8aq/2VkEnlW+YJRCaRF83rt1/1B9amnzboNXPwHLsvP9y+Bp8DR4GjwNnu/4wB03PTny4Fn1NzuLwJP89AUjvr2ZQmK/0ukzptz23/d2CMMCn+u25kOBYcl26bcPGDwNngZPg6fB8x0f2LJlVzjjT74xsvBZxzc7y8AzhT92IvsFmnly+XB9+hsW+Pzd6wasfgOW5ef7mMHT4GnwNHgaPCMf+ME1D4wseNbxzc4y8Hzqh1sncV8VLxilADqM8HnnlnwgMCjZLlX4gMHT4GnwjKCjiovOfTR7ch/VXc86v9lZBJ/3XP/SJPCs6gWjYYdPf0Kp2XPQsK8RBk+Dp8HT4Okdz8QHbj7/7pHa9az7m51F4HnrSb+dBJ4kUiisKj0sO5/e7TR01g22Bk+Dp8EzgY66L0r3X//CsPHZbSMFnnV/s7MIPMlPf9x+rwo2036GAT6921n//DLqc7zB0+Bp8DR4esczxwdG5VnPJnyzsww80xeMnr9jR23gCYgWweevXtnX+E8tebfT0NkE6DV4GjwNnjnQ0YSL0zrUu0iMwrOeTflmZxl4pi8YAaLpTmTV6Tz43Lnv7dB0+PSb7PXOKZ7Tx+1v8DR4GjwNnt7xLPCBYd/1bNI3O4vgsykvGMVw+/gtr4Y92/alTwGEJsOnv9tp6GwK+Bo8DZ4GzwLoaMpFaj3qWzCGedezad/sLALP9AWj/W++XfuOJxA6aPC5aVd915HnMNs+9gGDp8HT4Gnw9I5niQ8M618zato3O4vAk/z0V+cLRoO48+m/yW7wi8Gv7rjB0+Bp8CyBjrovUPffjAXjipnfG6q33Jv4zc4y8Eyfqaz7BaNBgs9fvrIvbH+jGdeR5zOfB3zA4GnwNHgaPL3j2cIHHr1j49CAZ1O/2VkGns/+fPukTc8mvGA0KPD59A7DjoG3WT5g8DR4GjxbQIcnrWZNWnWdj2H5qHyTv9lZBJ/r/9vmSeBZ118wimEzjZc98/mzzfV8askvFHnuqmu+LOvX4GnwNHgaPL3j2YYPDMOLRk3/ZmcReP7snN9NAs83X3+rES8YtQufm/a8Xfk3PrnF/uoeg1cZALmsHv8weBo8DZ5tQIcnqHomqKbZfd2Pnx3YW+6D8M3OIvAkP/2xw5iCXxPSvPjEm/fpr2r49C12z1lNmz+lj8HT4GnwNHh6x7MDH/jyMbcNJHwOwjc7y8AzfcGI5z6bAJp5Omy49bVa4dO32A2dgrwmhgZPg6fBswPoaOJFbJ2qXWQG8Zb7oHyzsww8m/6CUQqgdcGn32Kvdj7w/Nu5vQ2eBk+Dp8HTO54d+sCg3XIfpG92FsFn+oLR9o17G7vjKQitAz79ZzE7ByHDY7U2M3gaPA2eHUKHJ6lqJ6mm2ntQ3nIftG92FoHnoLxgJOhUWCV8Prbd12ZT5wvr9a5vGjwNngZPg6d3PLv0gaZ/WH4Qv9lZBJ63rNqQvq+T/dlKAV6Twyrg0891vgs2hrxm28LgafA0eHYJHZ7cmj25VXF+Njy8OZzxJ99o7MtGg/jNziLwJJ/vd8a/Jr9glIJwEXz+Zudb0/7U0p1b/NeJqrje3Udv5nyDp8HT4Gnw9I7nNHygqc97Duo3O8vAc+O9O2PuDE37C0YpbKbp9AUpDebxHd3DJy8Tbd7dGyAwWNmOVfiAwdPgafCcBnRUcZG6j+YvBj+45oFG7XoO+jc7i+ATkIt/fGIphbump1N41ni6hc/ndjb/+vAc5nMU+4DB0+Bp8DR4esezBz7w15/+VWPgc9C/2VkEnukLRnu27Rs48ASMewWf/ki8gS4GukGJGzwNngbPHkDHoFzw1rN/CxXf92zCy0bD8M3OIvDMe8Go6TucRfpNFz4ffq1/vux5wrbtpw8YPA2eBk+Dp3c8e+QDwOcFB9xc687nMHyzswg8yR/kF4xSCO0WPg2dBsN+gmG/ZRs8DZ4Gzx5BR78vVssfjMWmzjfdh+WbnWXgmcLapvWvD+TtdkFoOp5Wz3ze/arfYPdcOBhzYdF5MngaPA2eBk/vePbYB+qAz2H6ZmcZeAJs8W8QXzASdCosgs/12/ZP+tSSoXOwgasIxEYt3+Bp8DR49hg6Rm0S8XjzF8Oq4XPYvtlZBJ93XP5izJ1hUF8wEnQqZOc2/e17O4R7t47Dp6Ez/zrz/DN4djF4GjwNngZP73j2yQeqgs9h/GZnEXj+4LhnUz4b6FvtAk9Cdm/TH/D5yGv7w/Y3Bg8wDIU+Z3k+YPA0eBo8+wQdeRec80ZvIu43fA7rNzuLwJP8N3e9NYnPBukvGMWgmRdP4XPX/rfDDkOn/3M8ROuUwdPgafAcogvaYNtMsO0nfA7rNzvLwJO/WBT/eEYyD+IGNU/w+caO/YZOz89DB90GT4OnwdMT29BNbE0E8H7A5zB/s7MMPAHK+LflqT1DBZ6Mb/MTu8POXW/62vT8PHQ+YPA0eBo8PbEN3cTWRPBEp43PbuvpR+aH/ZudRfCZvmDEtz0HdXczT+9nfrU97Hjd0NnU69h6Te/OksHT4GnwNHgaPCv0gV79haNR+GZnEXgO8wtGz/16h6/HCq9HQ+T0ILIb+xk8DZ4GT09yXuhq8IHp/G33UflmZxF4kp/+Ntz62sDvev7uoZ2+Fmu4FruBJ7fpHlgz8PznM8Kf+rANavaBsQ+tDevWrQt/wD+bX93mCdgT8ND7wD/+1aNd/XnNUflmZxl4DtMLRo/d8mp4ecOuofd3w1r3sDZMtrvzFw+GP/3nM33YBrX7gMHToDmSC++jd2wMZ/zJN9oG0FH6ZmcZeD71w62TNj0H9QUjoHPr5jdG0veHCaY8lvah2uBp6G7KfzwMngbPkV18233paBS/2VkEn/dc/9Ik8BzEF4w23PaaXyLyvDdy857B0+Bp8PTEN3ITX1N3J24+/+7Snc9R/GZnEXjeetJvJ4Hn/jffHqhnPJ9f5+c5m3odWq/2dy+7sVUGnv9iZvhTH7ZBzT7gHU8DsAF4775QdOt9VL/ZWQSe5Kc/br/nfZ6oSXncWt/82932dc93I+sD4+A5K/zpv/BhG9TrA2MfOt4vF3Xzv0e36e//zuuwL59c+vIxt03a/RzVb3aWgWf6gtHzd+xoNHj61vrwXat1zA+D3qfBs17YMuy+a3+Dp3cARnYHoGghWffjZ7MXj0b5m51l4Jm+YASINml3U7qwy7npsdft357j7AN79wXA8z3/82wftkHtPjB24F96x7MIQJw/ujsl7H4+etsLk+4qA1hlQDYqZYPwghG7nK9t22vgMHTaB97xAYOnobsp//EweHpi9sRc4gNP3vly2LVlXwagvFgzKnBZNs6fnfO7SUDepBeMvMs5uv9Z9EZB+bm/85cPhvf8y9k+bIPafWDsIO94GrxKwMuT+b5s5+w3t20zdC54asIGk8gzhNCEF4z8t9bLwcPX8mjbZxw854T3/EsftkG9PjB20Cd8q90T8mhPyO2e/80b94R/POv5Cfgq2xUc9rJtz70xiT3rfMHoqZ9sC1te3OP/QPo/kPaBEh/IwPNfzQnv8WEb1OwDYwcbPD1ZlUxW7ULZKNV7/sEd4XvHPDPSAPrsz7dPAs86XjB64gdb/Scvfe16/m7TB+785UPhPf9qrg/boHYfMHi2edGOElh5rO3tAD/xj1tHFkDX/7fNk8Bz+8a9lb3ZznOcv3top//6kOcuQ2cHPpCB5/8yL7zHh21Qsw+MHfxJ32o3aLUHWrZTvp1GEUDTF4zefP2tvoOngTPf/3xd2i7t+EAGnv96XniPD9ugZh8YO8Tg6f81d/C/5nYmuFGtM2oAOmnLM4Tw+C2v9gU+uaXO9zh3vP6mr1Vfq/aBLn3grl8+FN77r+f7sA1q94FVh5zgHc9RBSWPuz87JQDo35/43NA/A5q+YMRzn/p4ey9CvsX58oZdBo0uQcPXd3+u70G1612/eii8998s8GEb1O4Dqw490eA5qBOJ9W72wsJLSL+4ZOPQAmg/XjDidvpzv94Rtm5+w8Bp4LQP9NAHMvD8XxeE9/qwDWr2gVWHGTw9ufVwcjMMT4VhPsP0wN9uHroXkdjVjH/TecGIb3Cyu+nb6VP9x9eUbdILH7jrVw+H9/5vC33YBrX7gMHT0GXwrtAH2AW987pN4dtjGwZ+J3S6Lxjx/U2e3fSftjRY9QKsLKPcjzLw/LeLwnt92AY1+8Cqwz/lW+2esMonLNunP/Z5+s7XBhpCb1m1Id7wzOKtXjDSzqZhsz8+5WvVdi3ygXHwXBze+2992Ab1+sCqw08yeBZdqM73JF6VDwCh93755YF7Ken1zW9Ogs/0BSN2NZ9ft9N/WajCXfWqfNb9DNb8eNftD4f3/bvFPmyD2n1g9REGT99q9qLYKB/gmVDejOeWfNPfjt94784J8HzrzbfDpod3ZR93509Y+nnNwQITg+Rwn68MPP/3JeF9PmyDmn1g9YxPe8fTE+5wT7iDfn63bd0beDaUF5R4S74JMIoO6PKb27aFl57YFV59yW+hD7qfWf/hngfvuv2R8L5/v9SHbVC7Dxg8vdvXqN0+L37tL36bnto1AaSC0n886/nA8a0FT3V98HfoJYddV2SzAwv8shvrc9T+ObKtbKum+EAGnn+4LLzPh21Qsw+snnmydzybMjFYDy9S/fIBgBFwzDv61afl2p/tA83xgbvueCS874+W+7ANaveB1bNOMXh6cmzO5Ohz4XNhH7AP2Ad67wOA55/9Hyt82Aa1+8Ca2acaPD3J9X6Ss01tU/uAfcA+0BwfuOuOR8Of/YeVPmyD2n1gzRyDp59Z83Ou9gH7gH3APjDUPnDXnY+GP/s/x3zYBrX7wJq5p3nH0/8rb87/yn0ufC7sA/YB+0DvfSADz/9rVfgzH7ZBzT6wZt7pBk9Pcr2f5GxT29Q+YB+wDzTHBwDPP/+Pq33YBrX7wJp5Zxg8PTk2Z3L0ufC5sA/YB+wDvfeBu+78p/Dn//caH7ZB7T6wZr7Bc6if6/EE3vsJ3Da1Te0D9oFB84G77vqn8Of/z1E+bIPafWDNwrO84zloE4j19aJnH7AP2AfsA534AOD5F//56Ow44I+PDh/8L+Nx5ZEmX2nCA//r5DTl7dRpR7b6Seu2ys/TXW1SfZVfV5vUpmk61TdNp7ZJy+N0OsY0LVsUhaluRfWUH/etvLIwrn/kkrMNnp1cvK7ryd4+YB+wD9gHBs0H7rn7iTA25ywfbdhg/sGfyuy05IhTA/H4WHTYyWHF7DMn5al8xawzQ9yG9OLDT5moS7vFhxWnOT/IlzzSihPG6YWHnJSbVvslh5+alSsdy8mLL5t5elg+64yJ/ohP11/ifhi7dDnhmMsNnoM2gVhfL3r2AfuAfcA+0IkP3HPPE2Fs3tkjdSydeVpYPufM7Jh/6EkhPbDHkhmn5uY31VaLI33RMU33Sm9sl9orTi887NOZLy0CrHNsS36RLqd98jqDZycXr+t6srcP2AfsA/aBQfOBDDznnxvGhvhYzg7hoSdPHKSnO95F7Hq+I3PBYSdn8uI8lS2ZeUZYMffsibqLZ5yW1VX57ANPyNKH/cXHgw50U5xw2ewzA/WUR3rOQSdm6Rkf+MuwdPaZ2YFM6sw75KSsDfG5B38qLJpxWqaD2s/60CezPmlLHqH0yQuXzzk7rJx3TtZmunYrao8NTzjuSoPnoE0g1teLnn3APmAfsA904gP33PNkGJt/3tAeS2edGTg6GSP1AaH4WMot5vnnTeQRVz1AdsXccybK4nYA2+IZp2cwePj714YlM08PACrxmR/8RAaI1InbIBt4pA4H8gFNpYFXySAPuEQG8iQHGdQDWKkDrKKHZNA+Ho/yqS8ZcTg+3jOmlAHVlJUd1IllxfH43Jxo8PTk1cnk5br2F/uAfcA+MHg+cM+9T4axhecN5bFi/jktx7V41ulhwRGnZEdefZWtXHBuWDb3rIm65FOf9thv4YxTJ5VRTtmKeeeEwz9wfJh98IlZOXXZgYzlLp939kSaNvS1dM6ZLXUvOm/IRgZyi+qQj/4c0oVw3qGfzvSN84gvY5c4GqdshZ5pXdIr5p+bjZ143ljSNsg+7cTPecfTk+jgTaI+Zz5n9gH7gH2gfR/IwHPRBWFsxI4FwB+3vZNxL2a3850y4ipfufD8ify0fPn8c6eU5cmWrDRcxo7nO30umX1WSPsiPfewk8PhH/xEdsw59NOBPpUmXD7vnKzOzANPCLMPOSlQZ+WC8yfVWbEAQD49K6e/pXPPzvqKxyndYjuoLn0iQ4d0VpuyUHUJ0/5IL5lzVjjtUzcYPD15tT952Va2lX3APmAfGDwfuOe+p8KqJReO1LFkzplTxju2+IIM5mJbLJx1euDIyyM/T47qAovEqSM5ANvKReeHmQefGI740CezI60DYC5fcO5EOfVot2TuWRlMkp5x0AmZbMkgpB+1m3fEKVmfjIm46s065FNZuzhv6dyzMrimDnpJ13RsGse4nc7J6mmMapOGgCowmspKxyybnf5pg6c/IL938CZRL3w+Z/YB+4B9oH0f+DVvtQNI884JRxx0QnYsnnt2WLX04jDzkJOy9Aw+2ZPVOTuqc1ZunWULzpuoM2/GqVmd+TNPDwtnnznpWDr/3KyMflU2b+ZpWdsFs84IKxdfGOhXOlFGveULzwsrl1w4oZvKKVu5+ILskDx0YRzxQZ00vWLR+ZPyaL9k3rgNqEubNC+Wof7ikHExhjgPG84FCt+xBX2sWHTBxBix9/KF5wf0UR1C2mGvVPdYhzSeN3bVifXCruiAXekLe6pv2Zy02sYhfRSVxfWIy4aSHZdLzqc/+VnveHY6ef33628JH515SnacuPz8cOv37mgLXt/3xweE2++4p6260ok26x9+rKM2avvSlq3hovOvKGzbjj70TT3J7HW4efe+cNMLb4QLH9+dHTc+vSesf3Vvy/6wI3qlR7e26vW4/sdN353QjXiZ/PQ8xDZPz2Fcl7jGG+dzzjc8+0Jpn2X6dFv23M59Yf22fWHd1vGDdDuyYt1VPy9PZa3C2H7Uje2RlrWS1dTyHa+/GTY99nrYcNtr2fHMr7aHLS/uacvejOm6qz+f+Wen8xFtp3NuaCufTX27qbYeFr3uvvfJsHLJRWEB0HHwiRnULVt4XphxyKey9JwjTgmrll0c5s86PUtTZ8n8c7I2qjPz0E9ndRbNPWuizsI5Z2Z1Zh9+8kQebTnmzTw9t4y+6Jv+Fs09OyAjPt4tOyurQ730oE7chvisw07O6tEvB/pKl/mzzsjK4rGoPeNM5ZMmnzrE6U9ptZPNsAd5pDnGll40SbflAG/OGMiTLELaLV1w7oQsdF+x+IIwd8apE+Mgj3YaB+OUHsqT7aWH7CkdNA7axf0TV5nq4jOqE9tTdlUoHdRebeKQ/0gg9/STP2/wbHdieXnza2H5X6wNf/rPZkw5zj7uqpaTPpPu3//4tpb1Yn2mM8kLzmJ5cZxyJv84L423kpHW7yT9xGtvhmPW7wqr1k09fvpyOXxiR9kGHXV00n8/6+pct2M/1ZU+cZs4TjlpnTONvyxfMvsdPvzavvCzzVOPu1/dF7a/UQ6g6fjRNS+v3TGkNkvtRLpdWU2sB3Q+9ZNt4dGbtkw5nvv1jrbGtmbZRzIbA6CdjjH2wU7bDtu56HT8ddb/9b1PhqW8XLTs4rCSnamlF4fVKy5txDG29OKwaN7ZE8eq5ZeENE/l5C9ZcF6YP/uMifqUzTr85PGxLbkoy0/L07HG8omvYOf1kJOy47CDTggf+PMTsjg2Q77SqkOILVM5cT8qW7n0ogzApSdtkSvZ6E7eiiUXhoVzz8ri1CVv+eILwuJ552Rx0kV5kqc6c2eeFpYtOj87sAX55KEz9pWe9BPrdeAB4+MmpD71Fs8/J6uD3dUuDRlrag/JJpQO6LH2WH9Avu2JF7jMg07lffvrt5bK0mKqXRftOhz6/pkTQMpO1YKZS7NF4bSTzp6AK7XRxBWngTBkIJ+2lGnxJY9DO3Bf+au/ztJqT4hMQvUb6yM56reX4emP7s6FToFo2c6nwDNPH8bLLlc8dtWTzVVH+aRj20g+tmCRxjayhcCPNOWSEYfkY3PZOS5L4/RNf8pXPwrjcRDXOSNOHdopX3UJGav0kGzSaqO86YZPbp8KnDGEAqVlfaBrPH7qxnlF5yz2Wepz/mgru8n2lHEgR2Vrjzkxy1Mb2nHtCcgISXOoLjKwn3RVn4T0hV+ortqXjbvbMnY586BTeS9v2FVqb8aEzswv+LX0iO1JGWNlPOQTj68p8opsRr5sQpy6pJXPOdB5IJ9D85Pkxm2Ix/0jp8gnKPORbwPAc/7cM8OMwz4dPvD+E8Nc3tJefklYuuj8sHL5xWHR/HPCB/7ixImDMuopb9aMU8Kx+PQ1AAAgAElEQVSSRedNpMlfvvTCcNgh79ZRXULq0ibOU5y+6F/pLKSv94+3W7zg3PG+38nL9Hj/iZn+y5ZckI2BccQH+q5aeWk2DuSj2+qxyyYd6ERZfNAX9QiVj52IUz+VgVzVoz/ZFF0OPvDEsGLpReM2ke3eP553+KGfysYknVeyuzxn/HxIHnkcRX2nupSl0VNjw9b0m52rHH04T/Qpm2mMyp/wBY0p8pP0HFKXvnTOFGIbjX3tcVd4x7Odierpp18shU7gk93QMllMsCxamnSZ3FmsWPyYWGnLRM8ET1yTazxRS75kkNbETRxZLHrE4zqqJ4BSmjrEydciTKgFKZVB3V4cQKUAsyjktntRX9iRceeVk48dsW1cT+Ni4aUMO2FjZNAmtQ2LIe1lT+pxnsgnznnSuUr1QC51kYuMtDxOp3Vim8dx2lBX56ydOPphC9rGi3nc/3Tjd24pB08gtKyPdPzUVV7ZOYt9VuBC2zKbqYzzozi+QLv42pPdyNN1Sj3ydW2gY+wzqoss6sV+Q14vjte27S2FTuATMC3rC1uht64Nrgfqk6frgZBxky87MR75EHmU5dmM/Ng31b4sv6xM7dV/mU8gx0e+DX5931Nh5fJLw8oVl4bDDjkpfOD948fBB54UVo9dERYtBLKuCCuWXxJWAEArLg2zZp4WZhx+cpg/96ysbC47Z+zOHX5yVmdsxaUTaeUTLl50flY/zlN8UQZ6V0zIVj7hvDlnZu3U7wcOOCnokJ6Z7lG+xoEuWd13xqV8wuU8x3rEqROyqIcc+hxbcVlYsviCsGjBeRMHdtAxtvKyifz57NyxQ8gb38suCSrTGJCzauXlWTlxySBEv7iPVSsvy8artoSLF56X2VpjJlR+PB7iyEzzGCd2yvLfsdHSxReGZUsvCpw7+qeO9ELHSbaObfdOe+xEfXSLdc2LH/jBk7J+sM3EGGKZ78SPPso7nm1NVHf+Yn1L8AQ+yyY9LaaaSDXhK83CRh3lK0256kh+nKYNCx0LidpSL65DWv1LBmnqkI7hKG4Xx9WuFyHPdRYBp/J57rOoLy2ajEGHxhKPi/ZKs7CyaEkmC7CAnzqyQTpmymRX7Mxiiwzaqk/JJBQE0R/1yaMe6bie4nHfqkteGidNvvpsJ66x4EvAhPRR370I493NovimXfmLocbEWNKD81F2znS+NAbZQ2NO80mrDHuob/J0rek8EwpOVZf6Ai+1lQ7Up3/KKUvlkdeLg+c4tbNZFpb1JViUjromZD/ayk5xXGNTPbVPbUYb1Ynbl+WXlUkX9V/mE8jxkW+Du+97Khx+2KfDsqUXhgXzzwlrVl8Zli65MMsbG7ssfPADn544qAd4UmflikvCqlWXh/nzzw4zZpySHbQDumbNPHUiT2XIXjV2eW7ZvLlnZjLnALDvyFI4e9bpWdnCBedkZaQXLzpv4kCXFcsvnkirDFCmLD3Ipw5tKCNO/+qPcN68s7Kygw58d+yxHWh3yMHvlhGnnXRduuSCzIZx34wdG6ifIw4/ObNhLJc4bVRHIbquXHnppDFyvmL57cQ1do2Z88fYYx3QkXKNSWnJ5xyr/dw54+cttZ/0Vkh9Dvxp1dhlU2yDbMpP+pS/49nWRNUP8NQEqYlVofIJNYGnZXGaxU+7a9TXrkVcJ5Yl+ZJNmrpM6OTpUD5ptelV+P0XewOeefrE46JcaY0rDeM6kkcd7CobCj6Uls1VX6EAhHqKs2DGwKq6CtWX0uqDdBwnTV3y2o1TD98QZKst+b06imAzzuclsqL+GBPwg246ZBPCvANZ1E19Nm6v/mhPvtqQTssoj/NVzrljpy3VgfJYLv6Q1onLJW+6YTvg+dgtr06ML+1PsIi+lGE/7cwS19xBqP+UpbbRuNL8uC/VIS+uV5RPvaKyuL3qUTc94v4dn3q93Xv/b8LKlZeF5SsuCR/80CnZccihp4QFC88Nq9dcGcaAk3lnB/IoJ1y67OIsXLzkgjC26oowY+ZpWdmaI6+akCFZClesvDQcdPC4DOUpRI5kKE/h7DlnBMqVjkN0QW6cF8fRLU4rjh7oetjh4/rQd3xQhlz65SBOno5VgNI7ZYRqu3gxdS+b0ueq1VeEQw4Ztx11GdPKscsz26Gj5CKLOLaXzMOPOCXMn39Odkh/hdRVXCGyOZRWmGcL+ls5dlnWH/FYF8aBDjrvkpOGZecnrUs6Tw/V+/BHrvKt9nYnqQ/9+0Wlu5684V4mi4kyhhnV1cSqRUE7CEpTrjppG9LaCaAdCzj9EE/bkE+eZCitfoAT4sijjHqpDLWdbvj8zjdb7nh+9bk3JnRN+9NCn+aT1rhUpjShFlyVMd68NuwKUZ8Du6g+IQsyR97uYWovzgcLO/Vj28fyUr1iGXE81ZN2klkUpw16Sue4317FeYEohsw0zq34sr7S8VNXeQrj9pyz1GeVxh5lNisqU3tde1wDgi/sp/y4fWxz5SNHuqqN0r0IebGobKeTMt5wL+pL1w26xwd6M07lAaGMCTkam2Rq3EU2o57qpO2L8sva5PVfdB1LR4dTr7m71/0mLF56UVh15FVhbM2VYcHi88Mhh58WPnjQaWHG7NPDvAXnhsP56PfSi8Kao66eCCnXsWzFpWHVmquycurUeaCnxoNOSiucPe+ssJTd2jVXZeNjjBwHHTI+Hsop09jSkDLVpYw47WnHuJfyfOyKSyZssHL1FVmc8rgf9InlIAu7I4NQemF/zguHxjAd+8ZykL36yM9k5zgeJ3pRL85L49JR454HLM8+vbQNMqjPOFJ5pD/80c8YPNudpG64+K9LwfOhB54qnPA1sTJhphNpnAZSBDRaCChXe8GhwIjFjclcE7FksSioTAtgPOlLHvVVj8WWdpJNHckj3usDsNRt9TTkbfeyXTItoOgXH/G4pK/GjT2xL+NlnDzDpt0e1aGNwFt2kxyF6XlRPiFygTztHEkW/aBnXFdxylROHezPQbnOjXSJ9WwnjgxkUld+pX57FXIbPYXNON3qs0roJv+VTsorOmeyi3w2PicabyxLti8r4xzIRviGrgP9x4O+qINuyCaUXNLxeZd/4g/So1fh7x7aWQif7HZu3Vz8HzbGpWc30Ud2ZIyyeapnpzajPbbgP13pfBLbTH3Lt4vapP0X+USqt9OT5+x7H9gQVq66Isyee1b40MGnhyNmnh6WLLs4HHn0NRl8LFl+cZZPGcehR5yewQrAMnPOGRNlwNbqoz4zkVZ9QmTF6ThO3wcfOi47zieOHnEfcTn5qW4qnzPv7ADwKR2HABL6MF5k6KAvjRudFKdufDBG1SWkL2QsXnZRGFt95ZQ+0UN1CGmzbOWlEzJJL1xyQSZjPo8AjF0+RYZ0jMdBnLZ5tuM/EWld0nn5nG/0UX3OL/1xfjliXYnTZ6wzddEbG8Xl1InbUo5dlYe9NC76pP+PHHO1wbOTCSoPPtkJbedbnpp0BSPqN04TZwKmLgsEIXnU1W4meYqTzyKnNoTxIq4FWYuoZNGulWwWjVg36dvLkBeIUuj85MO7A59aKutHixFjiA/lF41TNqUNNtGiF9tCY47lCiTRiUUaOxfphw66BUw9zpXSsV5qjw46P9IrBpaicxjrHMflG/SpPihHL6V7HQKXv3xlKoA+vWPy4pfXb55ucV7ROdM4qcv5URudP/WletgjLaONzgnnQWBJSDq9tgRonJ+4LX0hR+3pq5/2fn7dVPgEOlt9y1M2km0I0Rn/k+7U4ZDvdmozZMZ2k/3JT20W+3ZRm7R/5BT5BGU+8m1w7/qnw5EfuTas+fA1YfHyS8KHDj1z4li84pIwduRVYdVRV4dlY5eHI2aPl83hm5JLLwpLVlwSVq65cqI+cjgolxxkUE/pOJzPSzdHXx1mAoHJQZlkpWWk0Rcd8spWAYcrLsktW77q8rByzVXh4MPfHad0mseb/NF4lK8QXQ86bHI7+me86Lps7LKsX+xFeuWRV2XhvMXnT9hOsuJ+Dp1xZqbrYp47/fA1ma1pn8lYc2UmB5npeJesuDTTN7UBspevviIbY1yGjLEjPxPmL7kg0xMbSVf6ivuYwTdUl12U6YAM6V0U4hu0j899ad2jr56oL186+bQvGTw7nah4w51PJwGhACff9+xUhuu/Ozly251nPnnh6M5Xyr/fWYXdWBxZLNWXFk5BKot0DKKq19RQC3q/9eN7nQAon1cifHXPu+e4332PonzecOcj8uyAbv7t7sBt+G7tgG/j9/gKMgBrwXy3Mt2uWf5/9/0bwlHHfDY7Vqy5Mqz+8DVhFVDHdx2PvjocePjZ2XHwEWeHRcsvDqs/fO04LM4bz58x9+ys7WGzzg5jR30mkB476uqw8sjPBOQhe9mqy8OSlZdNOShbsPSiMGv+OVOONR+5NoOnvLLlq6/M+sorox/0zyubv+TCsOYj14XZC86dogsyU10Zj2yTF2pM2AR91adshr2Wrboiy6dv6ksOepBHG9UnpE6cJj5z3rhNsbH6IGQcyJMclY2P89rsXM3l81WRfZdn5/jawPmM+0E24+D8xfnEZe/DZ08ti+vKB6gf5xfFqRfX/ejHrjN4eoJs1gRZ9/nQjiYLMQe7V8CndlPZGYp3JOvWt6x/jUFAUVbXZaN9HeDj7HLKZ/B7+83w+AQ7nmNHXx2OPOazYc0x14Wjjv1cdqwBRo/9XFj90evC/GUXhQNnnDNxrP7otVn+jHlT81Rv7uLzs/bIVl4cHjzznKzfOC+O00ecjuNlZfR32Jx39YrbLVp5SZi1ML+M/CWrLs/tk3EWjYN2az56XThi7jmZbMaNHOpjv+VHXpXZL7bV4pWXhtmLzgvkqT5joj52pz1yObATY6AsHovinBtkKB2HZW1WHHXVRBv6oC/sQ5uVR189oT9pdFt+5JVZGWn0Kzo0DuphA9XTeNJzg/46nx9d6z+Z2fUugRfq4ZmUfS59Lu0D9oFh9oF71z8Txj5ybTjqYzfkHotXXR7m8tH1Yz8blqy5Ihw467ys3sGzz8vazV9xcZZH/pHHXR+WATSzzssO2kk2bQ+bO55PeZpWG8KFY5eGRWOXTciJyxZw+/8j1+aWoQvjmLX4vCkH7ShDp7RcZbSPy9D30LnnhTXHfi7Lj/UgfvCs8zK7xDZQHfpZuubKTM8Z/EWlFReH5eygvmNn0rE9aEffjB3bEkcGduJQu7wQu6teHKK3zhth2pZy1de4Ge8KgPGdc63xKMT2eeNVuULk0Cd1NR764LwiO7YFeq057nPhhFP8JzMNnn4uyj5gH7AP2AeG2gfuffCZcNTaG0uPNcddH+YsvTDM5nM/H7s+HPmxG8JBcy7IjhUfviZwkEbOgpWXhrFjrsvSxGlD2eHzLwiLV1+R1Vl93OcyGWX90ufSI6+adNAPbZYf/ZlJ+dRTGX3QZ3ygB+0Wjl02KZ8685ZflJXltUMu7VYd89nC/lSmsTD25ex2rr1xYuyyFSF9LjnyyiykT8apsa4+9nNh/opLMnvFbYhTJ81Tmr4Uj8PD5o2fE2wf5yteJpOyonbYGptKTllYJiduh7yzLvwb32of5v/lemzexbEP2AfsA/aBu9c/E9Z8/MZw1PFfaHmsOvZzYSGw9PEbs+OgeRcFjgWrLs/SKz56XZaesfiiLH3k2hvDYQvG66gu/Ry+8KKwmFu3x38hrPjotZlMlS89+uowe9nkNu2UIWce0PaOTnHYqgz94/qK067TskPmXZSNa+Hqy7MxylaMdw4vD338xty+sBn2WPbhq7M61MMW9I89KJNeabgS0M8ZN3n0O4tPN+WUU7bymM9m8umDg/7od4xHLo7/Qlj+4WuyNHk6sMv4ubsua4PuefKVx1g450oXhR878UaDpydlT8r2AfuAfcA+MMw+cN9Dz4ajP/GlcPQnvvhOSLz8WP3xG8KsZZeEI4//fDh4wSXZsZpbyMd/YSJNPnKos+wj14QjFl2SHcTVhnAOt8D/crzvMXb/1r4rM643c+klYdXHbpjUVuXAcKyL8gmXf+TaTA/6SQ+AiHZpPmn0UBk6x8eRx38hk6m8eWOXTchYxW3voz4zRU/Gv2btjRM2Wbjmiswe0pVyIFBphdINW6o/hdRvda7icp0LtSfE9uirfrCz+gZCi+w6exnn4/pMZ8aCLM5PfM7Jl1zyD3nHVyQ/DY858QsGz2GebDw2L6b2AfuAfcA+cM+Dz4ajT/hyOGLJZeHgRePHnJWXhSOBwRO+XHhQvpiXkv7yi1k76qrdzOWXZfJWHnd9VoZs4tRZtfbGSX3NW3154KBv6i358DVZvdVrPx/GPn5DWPmx8XZluhz9yS+H5bw9f8x1kw50O+qTX8rK0C0+KFtz/BfC3FWT89GFvsY+dsNEfdnm0EXjdqEv2YpQco/8xBfDUcD2O7ZDH8pUV7YijY00Vmyz5i+/GBasuXKirtoolC2VjkP6idNpnPGkeUqjH3oonYb0q/GnZaTjMaXljBH56Me5RA/qk8bOsW1oe8ynvjic4Ll5457wyHe3hAf+dnN2PP/gjpbP78TfhtObnYS85dzkiZs3rPkeXisd03qMrdffGtSnh1rZTW+It9K5nfJ2xoF99DkkZLbTpp2+e1Vn47Pbwg+ueWDi2PDw5pbnUzZkLDp4417fpSzTLbVHUd3YTsTbkV0kq1X+E7/fFs79yQMTxz2/bW0DZGrsCtv91FV6PbTSrxfldfTZjd4vb9kf1t3/Vrjr1+PHC5v2t/RH7M/1r/6YT/n0mNLMo7wpr3Q/wjIfLSvrhy5Nk3nfI8+F1dxm/+SXw9xVV4RDlrx7fPjEr4RWB8BEHUK1Rd7RJ/xVWHDUVRN5lNEHeUAIbZZ89Nqw5hNfDIdFfUoG5cuO+WxWb2ztjWHFcddPkqV69DVrxbs6K58QGXFaceqji9JxuIjbzB+/IbeMfMrj+orPWDZVJuOaz+eLjv/ChI2opzYK0Qddxz5+YxYuP/Zz2bmQXWiDrVQ/Damf5sVp+o/TabzITqpX1h7di+yl9grRU+PA17DN/9/eea5HdWV9/vNcwVzA3MD7Ye5g3re7nWhssgDlhECIbJzA2BiDjcGAySByECCCwSIZTE4iYzDY5JyMc9vdPfOueX771L9YHE6VhBu3DTr1PJu99lr/Ffeuc5ZOSQU89oIYBg+f+/Q1nl9sumcrun9lS14888DY9eH1vBc9GhNu5mqeoBncLP5oFxEfjxoQz0ui47jHnZu+C1B15EKfFAc8vqYlnzyXXhK/NXngC5z0W6Mj7G8971x62vr/rzkPjfkDt2fjTYpBNSQXBk0hjScjCe958Xp4mad9nVqr4/VbS8/ad9r+x5A5D42SJflrgH3i4j1LrNREX3zekm/w6LaEe5zy38Pno8Z/7MT/s6mT7KGxaeN/560VTSbNpvzpq5m05oed1vyALPyvmfOd0XyyX+PrSdPZd/SC/WeX98PozlPGmimB/lOX9610QL11KBsXZuiWRnsazYwtsMX9ZlrX6o/sma7vhyHbwnSunGgl/WcHu50qJgQMMnTaFd639Vz390Nc2OtGU5jx0b54bMBq7eeetdMNPc8TjR3RfsZePEbJ4VMLreNzLpvCFfaN4iE3auPzJU7WwlJ78geLXfBFdVEtiRGZH8g6V054gNcaOfYVT3d+nzOzjs/4l31iU5yaqTV7rHW+GVu55JWDZj5djSdPNuMNp1/vn3Eze2HMdeHQDR05N3MuoFwwuXDRVHFjh2b4n/BZ+6em2JEPNbNguPl429LBj54o0exyIQfPUwLx4/HoRgaOwVMFMOiwxiZxJOGQy24+f+D0ZdKyp7z8jA2w+MIutJd72tfY86FVa/T9jUw6xMAe6OkJOOUBBjk8MIqDNUNPw6STK2/iSNqzeKz/6rq56fxDDadvQnkKmsuH6uHlnudzoxac3aR6tHSmVVtqprPrff6r9LKj5x9qOH0TylPQfD6Ii7yFYd84A6zJTe8jcDq/Se8H8oy/b7Dh6+jfi56v+oJXjePvmSSf+WwQq94L2P13nMcvzvzfhxpO34TyBJRYkka87tSbofND7bg+5co5117hCzvKH3u59gqc6g7N3mNXNnR+PcY3w/764fc6Kd8njbfv2AX7z4IPsqNd8QdWPGC2FQ+sN2hkz3SPeKWD51h8BOyA2Vl+QZ+p9kLRB9apelLQfa7wA+teOy3Ikf3J+erZb0awLR/oyL58+9jAF/WfFeLr2W+mlQysz8btceh2rZmcKMMGMXk8NHGRS5zPmriUT5IcX0nxCoucGmrNzFr5kkenqokPyD22G7+HWhTpEzu+/KAmHWk8Y3ytu/edZtjQWrP2onP1pKDvfXoaeWH/mUGfXBjUir1ib9mLogGzH8rR2xDdoeJDa1/2YC0kqxwy++lqPD9752rexpMm9Jt7+f93HH/z1s1CTQwXMl2ouIhycdMFSBc6LqxJF2EugNjGFjqyLXvMumFCg8MWNBdBr6N4PE9xgMU/a+a4rnDEqwtxS/5oAON5yY6fwZEDtn0z4DHQvsZeplypFYPY4YHBJjX3NRRfeXi/6Klx9bl6HTDsKTxuRqoVvtGJ7xm4xznGPLs6b+P5yn8szOkvqYb+TJKX8idPnTufP3RLZ9rXVvTjrMH/Hrc6b+P5P4flroFy8WdNe0esqgFnN9d7Sbnket/kOiOyjb6vL345O0nvGcnksyUbep8rp9/6PC5d/N95G89Z0y3neVRuxMg5JHZfU72fcuUsftJeoYstfFA7b9df48DhlxiwA41ddJChL7zH8N4XhtihwaEP/TSMfccvWvGgOfZMz/H2Xz2iQRNRNmSedayamOUhK+w/K/CR+YF+6eC5gQemZPBc61zz0QO6JYPm2It8tE7jOGiOde873eDJp2bh0MdH97rp9nzReOvae0qghftzj/FhDaZrn6nWriSK/U89xgc9nw90u9LxVtB3WvAJ7Ud7/gBp0Bzrhp2YDB3FgTw+yAM5uaGr+PxMvn4dp9HvUjM52ME++XoMNfPrOI1OnOfXysnzPE194vvl5dD5Ynimx/iw/+wVONULm0k1yWWramj909V4+qebueiWft/T39B1MdVP7ay5oOlCpIsZa09LDz4XOGRcyKClK4zsCYcvmjddAD1fOooHW+LJrr8Je5mnwfp4W/KnuOM25JOZ/LDJTUEXcvCsPQ7a19jLfBzwqQG8uF/8KCafBzRNAHjVFTse49eyDQ88utCqeXzPkD3O4Z9u5qJP7Lya6FM1JFcN3WgVv84JueWqWb5a+bp5+nHWwD/dzEVvPJ1cA+IgLn/mPS+eG/UADwaZaNbehpclnZF89ZWuzqfWcZ+tsaH9E/a3Po/+6WYu+tyF3L/vST15z9J0cw1Q004NqKPyUF7+XILx71m/V/E9zrVX4LBDrbWn2mPJfNMKRtcYaDDEjH3tn2w96TON538VTrDiwXOtU81H1oPGcPDcwOveb6Z17j0l0GAYZUMXWO2IBms+ftF+/NvfjdfJL68HXunL84IueoySIfOs54DZwW7HXpMesFM8eI4xsIeP50smWJc+U+3FysiP/P25cEKwAw6bXk6c6DEKB9YH3/hkdOs7PTuw364sir1jr48CzVoDbNGgOdm1+NJ5iQY8k398RregbkbQJTbWxEW80NSTGsT1/Jq8tH6mcEKoBzbIibphS/KkGf9JfPHIo33Fg3WVTDOxik6aW4qBGhO712VfiB/b6JMPOOjnih/Eolf1ylP2O565mk3P/zWNpy46XAy5uXOB0tCFThc2sPBYS09NGTw1N3EMWORc9DRLX+sknTiPNRdXdDSSYkIG1vttyV/cl/C6oSAXTa104xFOs3LUWrPy1NrjJFMMukn5PMBzg4PHoO7Y8hi/jvPllzlpz7z8cdC5mk3Pb6nxVK7M7Dv1V928zOfq6daeaa/zOHKXjVzNpuc/SuOp88c5ScqNPPCtc6Q4WCe9b5LyzlffJLtJPh/FBjH+O85jrmbT8/M1njxd5D1PHamDciR2ZFpTDz/A5tur+B60dq/8XsiG9+tpakx8/vqhH6B1Rp7ked+JS/an4kn2bPEkK391YRisNbrUTrMeA2aH9Qtlk6zk5fm2cPWe0HAubzpkc1bsDg1o07bPgy54GqGiwXPsxcrIZunQBdZjwCz7s7OLHfnAN80Z/tF7qXqS/SWD7cgXuGf8w2ONLlh0ZIO5K080MzJikA1k0Nj2eNHYJwat/ZxLRxifh3ia8Vny8rzQ1BIvfnxuwhGr6PjcrjyqIRjlpn36rWb84I9BvH+tmGQ9B9bbMzlqRMycDfYmHn98TZ2padHgudn95szgo+q1eU/XE8/WfNTOX7znu4Do4gjGX7hYc1HiYkTTo5/WwSDThS1Jj4sqfNnm5ijbaqB0wwSLn3xPPLGlITusFRO60NgiLmQex9rH21p/cRtJMcDjRkODjl10hNOsOmit2ccBzz+N4MalG4VqA8bnoTpTS/ZJuXuM1/F8dPRDARjZUqzI4T/O0dJH7TSgufwpLsnJl/qx79onnS0wPn6fNzqtOdNeRz4fx9zSR+00oPn8EBe1EIazR06smdlT5a66IPN0vveNz1tnRLpJ9ZVM8fh1Et0aG9j6d5zHlj5qpwG990Pu94DOIDUjZtWVfWBflH9Szvn2yu+BbCZd4zxOe6yzIBmzPy+K09eYfSZesDo7yJ/ksf/EJesxqN7KX19sHXpPtk59p1nRy/PsT2WTs6Nj7VQrpSl9fbE9WzbZrt/+LjSe81cfsL7vrAgDGXpVwxba/mMX7Oad7+zC1a9t/Y6T9nz5ZLt5N9IBc/vrH4I+PrDFOH/ljr03Y4O9VDvLjn1xJchPnb1hr3zwsb3E/zpUO8sOn7xiP/z0i504c83KX50f+Le//j5gu/SbYSWvLszG/ELFZCsaOj/E/dfqydaxz5SA93mJJnbRfg5+aaZcLeJ0vFZxeY/B9Vn9vwYak9IAACAASURBVJRNDjHAw2eXuunWfeDsEFtcz69zxScMNkQnzfgtaAGTywe1ow7af3AFA2YZZ4Iae3++/p4fpzlD2BAfO9gb+n7D09V4tvTHRS39ZTsXFn9D14VSFxxdtLj4cUPTxQy5p70eNBc/LmAMXcyEwY7s6SIJj0ZLfP2ukXQUD7O3KZqbFLpq1uK4eLyt9ZfkH1v4InZuPKzxT57EjQ48P1RjZBroEIee2pELNDZlD563A626K3f5802rMNLVmo8E9XuQ+MEfGGwk7Zn0H9ec6y/a9cRz2Zt7H8pXvlVDrbUH3DDh+f0QFgwy5S8aOTLqH5epnp4vn49jzvUX7XriWbcqdw0Uv5oa8iBv1YCY9UMKZ0ifVqCn88IsGgx18O+bXGckV32pF35VG7+WH2bkj2IDrI9VNuTnccwt/XHRZ5/l/uMi/CtXXa/gqeY6R7lyzrdX/uyphkl7BY69A6N95EwTh2ywJiZh2F+twXCGfC56z8B7kkfzqStWMWypPVcx1f6cGe17TbXS1xZl1/DBMKBnN+4LzZ7+OXn2htW9u9KKX1lgB8JH8L/YiMnrbcKC7QGyfONRu5FpVttVTbXb96LGEzyN448//RJ4Q8ettR0Hz4bmEl1wR7+4Epph7NKw9n57mV289rV9efF2iOWT7SdD40psND7Y7NAnyqXnkLlBl2YaeTeeuro8RRcMqn8kvvSoWdf+MxN1hVHNtPYz+sWvLgyxETdx/iUhvnw2sIcedfW24zT24zy/pgb+DHgZNHFRT/E5I+SOXeJDn5kGUph8c1JO1cMXPl2NJxcGvk7Jf7QuetNrl1r8wyJ/wYFWw6MLDjcxLk4MGhVdzJBDg0/S00/PYHRT1EWaCx98Lsi6OOuiCV8XxSS7iksNAxfduC9s6OLpcfAVb2v9xesh/8zETuOmXIhDa/kRXrmD1SB/5KoHfN005FdYZjW50LKvxgMevlVP1USNpXR83shkhzikAxZasT/umeZSjaafW/o6JdXQx6OY4ZGLbvq+FsiEg9/aM62aeX+Pi6a5VKPp59Z+nRKxaehcEJs/D5wv5Zr0flBNtN/M4HKdkVz1hY+uahNf+/dga21gKx6f7D/umebSf7Quet3a/F+npDjI3e+BrpOS58o5315hEz3ZiNdCe6WmljWDa4n22tvw1xg1qtiOx8BaPp/0ef/nl+25qulW+saSMP+5aroxxGtXHck68dfgGRzy2Sv325eX7qj3tIvX7oUm6tbd7+3W1z8YehXDG4J89+Fz2aec2OBpKC8wYHm9PX2TlQ1bGj625+loj5fn2fCJ62zkjM0hHp50xl80bR34PcqX5xnxKXZ4Ja8tCv6hxS+iyRveYN0G1Vv73tPDwCdDa83YA4tOweA5iQN5+fCGEIP05EszGNFJs9eDxhc6PYfOD3apV2ts+DyT/LRkg73wNUyywRlJ4oun2MGxN10Hzg57LLmf8UW+nlf95uKnr/HkAsHH6Xx5PM0mTzlpRv9oF46kxuGPFuMfJR5uGtxsFI9uPL/FUx/5+HfO/B4nDeiErk1hzvV7nf/OmP7dvvg9ThrQ/zOlKcz5fq/z3x1bW/PHF8bTgK5c8d9hzvd7nW2tNk9qvvtPXrG/1Myy52tmWdmby8LMmtF54GyreGuFdR86P6yF+2D+dntlYlPgVQ5vsNv3fgw9ITieSt76+nsrpCmsmxX4fJx/4070kXjxG0uyeOyJXzq8IeiggL2y4Q02bsEOm7J0l3UbPCfgQkPbe5YVD2uwd2ZtCf7xWT5ieYgTny/2jWLHz0t1UQ7kBa7kjSXWrvcsK3xtUfCFvHzEsjDQiw9yVy2SZmIufn1xVo964Qd/6BIP80uZmJJs4LNjvyjmuBwZ9ioy+ZET6/gooskesfwhvsdRo1z64BRrz1cWhH1XLXxM8NgLz4vT+Hgmc36oNTWBR03QhScdeKKZe7219OlsPJ+Ei0P8SciTEPPvFSNPqniaoScZPKnzjejvFVfq98n++DHdv3T/2soZ2H/qqv2lT312lI1Ybu1q663jgHqrGLnSur08z+B5DM3iTz//3aY27LbGLZ/bDz/93c5duWuFry82/kqev3Yf+uGaIKORXLiu2U6euxWa0NlrmgOeBfZv3o0a0s6DIp+HT18L8lmr9tlPP//DTp2/ZT1fW2QHPr8c1gs+OWwXrn0d/BHn9kPnQ1NKfM/0iWyUvbUiG7vi7jQwygcdeMSKz+6vLgh6wvkZjF/H6Rfr6o0R5/s1OWKneHhDiAl/cR14XidOsweKOy7TGj/Pu30UXzP5lwxvyOuHOOWLGDkDxAYf+xpg4jnID3sQPy+SER81Vy2wx95K3mvkU/Y7nm3lIpLmmd4w0zOQnoH0DKRnoLVnoPmLq/ZC3Vx7JjP+WjfXKketMpo38ZCXj2zMrmvHrrUTX10PjST/HD5z3UrearSCVxZYzeiVoUnkqefFG99Y49bPg97Ehj32489/t1v3frDdRy8EXeyr8cQnPkrfagz2AJy6cDvYxX/lyGVhDZ8mt2ZUY8Df+SZ62trj9UXWcdBce7F/FCs6Lw2YayUjlhkyYmPGBzh8QxcNX5rNS/lqBi86acY+I0kmXtzGs3Vzg3/8qs7M+eyQC/HLZtKMnL1Lkonn91C8+NwSpuvQeSHuLi/PDfXUvpEnORArubUUL37b95trFe+sDPbwO2RcY/rEs7Vv3BSXXuTTM5CegfQMpGfgSTwD+7+4ZuXvrLK/9p9vBa8ttMrRa6xw+NLAe6b/fNN4aeB8K3qzIayf7T/fyketsop3VwcdYZjBdBwyP8iQvwD2nVWGPnJm+BWjVmVtw2/Xf76VjVwZ9ImBWPDRcfD9GLq9utBK3l5hBa8tCnGWjmy0AprDTJz4RZdBHPhG1mPYksBTDMSjWIpHLMvqy45m9EQnzdjDZ5JMPPJQHOL5mboTb/Fby0OdovwWZuslLBjRSTN7gm6STDzibSmnLq9E50A6STM2wHkZ/mWfOIiX/aE+LeWvuGtHr0gbzyfxIpLGnN780jOQnoH0DKRnoLVnYP/pa9Z92FKrem+tFb+9wp4dtCiMDkMWPbCGXzBsiZW8szJgkcNDR7R0K8Z8HDBlo1ZZ19fu43q+2ZDVgS59Z2UY7Qctsk6vLDLJsdNu0CIrf3d1Ni4wDHTkp/uwJUFeTuP2dqOV8MQ0I0cfGl4FzfSIZQEr28oVGRhy8EN4Yso1lCexS1exaYaPXOukmRqRm2TEDo8Y2RfyYK4Y/XHWj/z5OcKsyYkhDjDUy+t5WhjVUTHFZ+pGnHG+X4MhB84NNL6pJf6ec7rkCr/mvVVp49naN26KSy/y6RlIz0B6BtIz8CSegeYz163ivbVW+PYKKx650p4dsiQ7CvjIdPjS7LrrG0usauwnD/DAoy+9dkMiTOX76wIPm+gh7/RqhMWG8M8NWRLswcMO+pJ1GLokxAQPG8jByR64Up66Dl8aeMjKx3xs+EaXAY8Btn0GDy074MtoxDJ4zV1ejzCKJWnumsFIh/x6vrU8xIR9YisZtSr4Is8kG/CQxWsfx7I/Pi/59LPq43lxujUYakL8xMQsmtzIEZvUEn7HV3LnRQ7xPSVX9LGFjAGNrZcnfZw2nk/iRSSNOb35pWcgPQPpGUjPQGvPwIEz1+25VxrCKBzZaN2GR7R4Ze99bF2GNRgzo90rDVY5dl1WB5x4HV9tsOrx64ONzm80WPG7qwKOuftbywJdypOvD5qytuSnx9vLrXhUhMMGOoXvNAaeMMxlNIrvfRxiCJiRjVYyenU2HnTQrxi7LszoEJdiQRceOShW5N6HaOSic80tYTq+FtWE2sonNPV5MVN3bLdkB0y87kkxKb8kmXj4z5WzMJwD7Zl4zOgROzaqxjWFuPEpm5wFj4cm7ucT+MKhU/Bmg705e3PaeLb2jdtWcCd/+MY07v78S/YrjPLl77+bj78899+Nl0/v18r4bj59x2eSDb5/j798JxZm/3188PT9ntjQVzL9ll9v9UeqT1KeSbykuv4evD9i7fTtCsx824I/X0k18vXN920W2EOODX9Ok2ymvLTpfJQzcODLG/b86yuyo3L8evurWxe8tcJ6TdhoxaPXZDHIwXm9wlErAw68+EXvrrIeIxvDGrpyXJNVOb3AG7/eugxfYVXjN2T10MdH+dhPgs0Smt/hkV1m+QAjv8wvZOImNjDo4xMZvtAtH7suaxM/Hd+IhmL2M3n7dRIdr0MShvjjfPxSG8WDr8px60M8cazW5KQ6iBefqQm5xvnxdWviJjbVNK6vdfHo1SEHcMqJfMkHfWJhXf3hBuv5TnQWpBufaz9clzaej/LmfZqx53783sZcOW6vXjyYHSMuHbH1d6+02HzS3PFF0TSENHI0nvB+q3r5G3nch2R83RK0vvNTN3R4/kulWWMDnui4zX91/UeqD00STY3PKYnn5b8n/UesHedEgx9eaD7z1cifLfTi9ZeubzbB6ZxKns5ps/lrz8DBr27Z88NWPjB6TdpsLw5baSXvr7XKDzdat7dXhtnjXhp2n9dx2EpDBzzD41gXvB3ZB1M1YZN1GfGgPzDSx670wTFeGLYy2Cgf1xRwxARPuFIanDFrDDkDeSGNcgZTPRG/GwPf++Yv5IdM22rEL6zm1+fuCn95r3WuGb+5ZOKTf5IPyZmpATGCxSb1IA9o6WODXLxeEo1u4ejVD+D6Tdv6QD7YreCHgITcPY8Y/DqJJvZc+bFPUdybQk7a5x6jIr7fxz4TPkkbz1/7Rn6a9K797SejyfRNp6dbaj79DZO6cMPU92zS8HFjphkFB1/NIGu+oxMdcDQZ8IQTH339jy+6cQsnfe0Hfvgfe7Rmxq6ekKKHL+kz0zSLJz39jyvIpYuMJo144Pv/VUp6STNY4pbs96xPUpMZ56nWxM3/8qK4Wfu9Iyf9LzDab7CtqR17Qs1lO9f8OGrHD0P6X5yUg/xp7WdoRvxsxeuEDZ1HaHR8Tlr7s+XxnAO9L1RHnZO4rmrK2SMO/GFX7xn09T5DrjPa2jqrHun8dDa3B766aUXvr7UXRqzJjpKxn1jN5K1WzBOvDL/9iDVWNWlzdg2/69trAq560qdZfsGoNVY6rim7Blc2fn3AIWPdc0xkq1PGdsWHG020ZNjAX7d31li3MU32w8//sBW7vrLu766x6o8+NXSQy1/nt+7H32N0FJf8ESf44vfXWeXETYYcu7w+XH3Ien20JfgnBo3qCU02cc2RgKc+uUavyVtCPNJTvfxM7cjL85LoeH2FkW1iYF+qJm7OGQ8YYgLnY35v2d6Qr3jl4zcEDHUWTzNxoK+BPeJXHIrLz2D9OolmP/CBjJqwL6zl79WZG9PGM73Q/tOW3Dqfs+mkAaUpzfexOzd1bnQ0LNz0/JMa3WhpTERzs1XzhR57wA1SzQs3fG688KWDD93UxUvaO/S4SXuZjwc5+sg97W0SB/HQsKCLb9lERzd+8vWNmffp6T9SfYidHHx8nkdOyp38oeGpXuRLTdQI+X3Vnko/qXZq5tCjLj6OJPpx1I7zphz82VJOxKsz4c9BPB5fJ2Tkh13sy5bs+LW36WlqqfOjekpfZ1N41Z26+feMziWzbKH7qHWO55qun64G9MDZW1Y1eYu9MHKttR+5NtAVkzZZD/6QJ8NHJnnNtM9CA/P6or0G7qdf/mkT1x61DiPX2tHzd2x040H78ed/BN3hi/aGhrFqyhZ7bcHuoEcDiS30wWFv2OLo/36XH2Z0/Wvf6evWf/aOoLP/9PVgFxu3vvkpC1u89VSwDY7XhZvfhrlx95fBT8VHW+xGBv/FlXtB9sHKg2F+a9Fe6zRyrb2c8TE4Y6PrqLXBr/SIH7/kCV02YaONW30oxAV20OyoPhjdeORSsF0+cWPA38z4/ur6t0Ys5Dl3y6mA4Z/b3/0t+IJPDvLp8WMz9ZXSR58cC1hi2XUqqgu2L92OvphfusTMiz3ihd+CMWvD8HX3fsEWjd1gA+t32PELkR57NnzRLiv9cEOws3rfuTDzz6LtZ7I47Hu7otGjzlr7uXZK2ni2eONrCxfg+Efs/mmnaH7vM1ctaFC46ekpCzc+bpDgdeOULrKkBlLNnMehK33pJNmUDrP37fmikWNTWNHyA59GRPGz5iaumz36NBvgaTxkN9/8R6qPmifyiA9yIE81LUm5ax9UL9VAdW1N7YiBmuSrmWSPo3bxvVKs+ID2Z095yb+fc9VOuXi7so09b9PT1Jo1WOro9UULLx9ae/vQcT5n9FHqjI10PL01OHD2thWMabJe07ZbzfQd1nlUk7XLjO7vNVn11M+ya/EPnbtjO0/dsP4ztoWmY8ORy1Y3c3ugC8ZtDnP/+t228fDlQA9buNsmN52wPV/cCOtX5+62FXujhmV042Gr33zCDp29HZqxDhnfAKdtOBF8z9t6Ouh9sCpqEg+evWU1U7YZfsesPGwvjmqyofOij8ZfX7TP3mtsDvgZTSesckoU46C5u+3U5a+DDnks3vFlwIxdedBOOj5xYfeNxfuDnHxo6ogBPfzxUp6D6nfbugNRLuRMnrsyeR69cNfglY7bHBr0hh2nrWziplA7Gt/B9VHNhtbvDrabDl4ItuI+iQdb+Mf2h2uPPhCLYkVGvmC3HL1s1BJd+MKQBzEpB/Zc+8pMs6tcsUM99n5xw/hdYOTIqAc0L+xDL8rsEc3nm4v2BNmguXvCnhaP32DdRjeFs0VM+Oz67v1zhj6jdmr6x0Xpxfbv/8z7tLM1jae/YdGYcNPjxgntb4jgdEOF9jJomhbkGvA8Rn6SeJKh65tG+Ny04w0S/FyxyH98RoebeVKDLf8tzb93fdQ8qbbM1ItcVRMwykN4ycBDx/dAtYzXTGt04rXT0zr5amn+tbVDjyenikWx4s/TrON5+Zh8LeBzpnja+WufeMZ9+7XoeDx+zftFNWTWD0f/ap19zin9dDSjB87dtppZO8PoMGaDtYuN7h9ssOoZ27P8so8+tRmfngpP5xr3nbUb3/wtNCJjVh+14xfvBjsnLt21RdvO2KU7PwTcxmNXDN7kDZ/b0Yt3rWFnJLvz/c+2rvl84CHDt/zxJHXB9tOBh4xm542lUUPZZ+Y2Kxy/wUatPGQXM0/2QqdjFjDDM7heM3dY5zHRk7nRmWYUneKJG0NO6Ly9tNlmfnrKfvzlH8EX+eBHvjTLvmb45DJv2xm7cOu7UIcV++7nAg4MOeWygYwniIyTl+/axqNXbNCCvTZu7RG5eWCWLZ6M+pfsF0zYEvwh6z9vj1VO+8zgQQuDDQYveNS76MOIVzk988NDxg664rHncV3ZUFysdVa8DDn7gC9qr/PGWWKNjLNXO2NL+lF7emH9p027frrF5pM/PkqqFTdC3Xi9nBsnT878jRK5bqjQkulpD3horZEL420n8ST3jYB4NB26QXv/nvY24XPzlj4zMTHTxDDTzGITrMfFaez+keoTb56I1/NaeuJJPuj4erFWLVtbOzW7epIXr5t8/Ku1ww45sVfxs+Xjlv94XuIz+zqJ73mqATLy0trb9LTk4P2ZZy2Zx8P3a2oDjkETigyMP6OtqTM66Xi6a9B8/o79dexme2nsZqucsT3QrP3oMX6zVc/cab1m77KSjz617h9FTxFvfvs3m7klehp59uZ3Nm/HV0FvdfMlo6nk9d7Hxw0Zr+HLD9uy3V8ZerxmbT0dmlPoypm7HvB5+MLdgOEfbL2/5rC9tfxQ4Ck2mtHG/ResdvZ2G7zwQJCBGZbB9Zq1y4omRk9gP8g0cwMW7LcuYzdbzezoCSlY7PFa3XwxNIGsZUMzOcuvaPJVLj5PcuEl2/lsYGvyplO28djVUCeaSuFLP9pm3T7YHGpOs60cF+8+F+gxa44FPxM3nAxz7/o9xuCFDBod6CQMPOkwD18ePc3tW78j63NAfZTL9M0nraZ+d7ZWijGeI2eFwUsy1c3PFdO3BR/w2A90Xp+/LW080wvuP23Pt7fyNp40prnqxA2TG7s+fvZPpbj5+hslNnRDhZZMN2l0sacnpsiF8f6FZ/Z8aGzgg0YDXWbiE9b797T3g3+aVXSIh18j0Nrr+I/gucHrd+x8TH+0+vhGSXF6HrnTxJA7wz9V87n7emFHspZqhy/w0qc+rKkdNVRMzI+jdtghNvxiz58tyYhFfskZPLN4mlUn8AzOGs0fNQLDOSMH/JCPaqJcwXgaXXD54vJ4r69zHo9T8eeqs3JJ56e70Yzvb/P5u9Z+/NYwqmbttA4ZWjzm0qlbrc+8fdZ7zt4s9uyt6HcIe0zZYc1nb4VG45VFzYaNV5dEH1N/fvmeDVkSfTwOHlv96qPfNTx9/Vurnh79Lub5W99bzZw99mHTCfu4+ZJVzdwZ7A1vPJL1R1zvrYmeBILtOTH6K+331n0eYm46HP0+JZhJm74I+sSMT17vf3zELt/90T49fi3w5u88G/gTN560ruO32p4voxx2fHHDqmbtsg/WRU1dxfTt4WNy7FOHKZs+j2zX77CXM783SS5lU6JclCcgHz9PcBubLwXfG49fM3DIaVwHLmoOfHLhRcw/JOCrMrXrU7831G53JmbsSA/do5fuGT4qZmwPeYGLY8Arvo3Hr2Zp4qE2ssMPEccv3TN+F5h6Nu4/H+oBzYs9oy7aG/ZFMtnHVtJgHz2/rn572njG36BtdZ3rD4z4w6JcTztVK26C/qNMaG6YyHWDFJabMby4TE9mkOtJIjbi+rKjBiLpiRg3XZoBbDErFnS9f/kEE/ejxgE8PnSDxzYNRty28IrPz9j+o9Qn3sgQZ5ynXMiROisXX7t4vbzM6+eqHTVUc4R99NGTL82Po3b8gIB9hj9b8osP+WPOdbZUJ9li1tlBz58NbJAjtn2tPM2Z0jlVzRQLtuO6+PD60lU8anx9HPE6+zxTuu00n80X7lr7idvC6DBxm1XN2Z1dd524zWrm7bPS6ZG850fbrGLWziCfv/tcaJ7Qfa/pZNSMLDxgNfP3BfnNb3+2KVvPBPrE5Xu28cQ1K5ux3arqd9vt73+2qVvPGPa+uP6tbTh+1QombrM1B6PfCe2z8IBduvtjaGz0T+PBy/by0uiJJz47Tdxm83ackdh2nLkZ6IFLDxmDF3bwyQvem6uPBd+s9311O8snv4mZZhUceY9pip4i4gse+fCiIRy+6li2Rre/+9kW770QdI5fvmdNRy6HeoHFBjFgH/rO978EG+dufW9VNMUTtxl56YXt2TvOBr73SZMqPHXXS7pgeWGPAVbxXrgd6cYx4OGB5/XxwctZv8TB6+jle9Zj+q5gjxh43fr25wf0ZGNwJgb2kZx5jV53ItA6Q0VTt4U6UV/8sq6s3xVo1nVzd6aNZ3rxvX/x5cknTzdpNj+8dtJW3bmY96/Z09rdrx03e9+kpbW5X5vW1IIG1f+A0BqdtoyJP9nkqama6rZclzT35PfdwUtf24uTd2ZH9bx91m3yTquo3229Fx6wzk4GrnBqJPM6wnaavNOKp+8Mel4uunbxIWOUzbrvTzLs9l7YHOSDl0S/yzl02ZFgb+Kn0cf5b645EdbS0Vw5Z4/VLDgQdPHfIRMzvqDJicFaOsTAuiCDJc/axQetdOb92PosPmjYlk7STK0YSTLPI7eSGRGWGPFPfYmBmTV1ZN1zSsv2kmro/Yl+3DjqKNv5Zl9r4dgLatV9cpS/8gUL/cbS3WnjmV6oki9UaV0erS76/dS0bo9WN9Ur/jG7+Omcu57UjCeaeuLJE1D/FDmtXe7atbXaNF+6Z2X1e+zFadGooEFrOPIATzLNxbP2GKPztD3Wm0bS6YPpkOF3y9jUunB65IN1Nc1WTC/YmrPHwG06GT3BDI/OeCJ35Kr1WXLYSmZHPtGXvcp5+0Is8k0O2CIPxYzPPkuPWNWCA1leNc1qw5GQC7jyufdtsyY+1UO5yJ5m6oBtrXPNxJNLJn6XaXtCPD2nR77xrzy0J/Aq5+8PuUDnG9TI6+XC1iw6GHDVC5uDPepKvhqKj5k9aE2+suF1k2hwxIms36K9aePZ1i5Aab7pzSg9A+kZSM9A2zoDNJ40ZIUz91nvpYet16KDVrPkkL00Y1/e0XfZMWN0yYMLthYfyonrNiPyWVK/L8RQNPNBnx1n7LPyuRGmtuGodY/5Qr9ywf5gnwYRvOLuPGNf4BOj7GKrR8YnNLqsxSNesORELZBLFxod2dcMTnS+mTjyySUjBtG5ZvJkz3LJPb+1fv1ekj+11SBvDXAa5C4+eyi89Ps0tC5GaktO/RbvTxvP9ALcti7A6X6n+52egfQMtLUzcPDyN9Z3xXGrazxhBbObrcPs5jBXLIho1vHRZ9kx67XkkNUuP/aQzGOrFh0MdmuWHsmLwzfD63q6bF5ziLHP8mPZGL2cODrNbjZixk5RJgfZZA1du/y4dczk0zPDq+bj+Ayvd8PRgNG6Zunh4FdrxYEfBva8P+qnGkqHuVsmNs/LReeru9dpLU418LpJdGvt5cqF+it/6o09fPtBPeEztEfosBfUsn9Dc9p4trULUJpvetNNz0B6BtIz0LbOwOGr31nx/MPWZ+Xn1mHe4ezos/JElha/dMFhq1t9ynq2gAOPflVDZK9o3uEsLVvMneZF9pBLR7RwwmiNHNsFGR1iiusg600zvfpU8CHd2pWfG0O6hRn/irNjZu1zx4Zfly06bOWLo3h7LTsa/HSddzjYxC61qVh8f6CvgR/JwIFXLMRYveyIlcy/vweKO2nGThI/zsN3nJe0jseShBHvUWzG90Y2fM3IBZuj1p9IG8/0Aty2LsDpfqf7nZ6B9Ay0tTNw8Oq31nHhMeu+8JiVLT4WaK0rGu6va1efst4rT2TlYBiFC49Z9fL7uG4Lj1nd2tNWnJELx9rjOmdw6AvDjE+Pwy+xeYxwvVd+HnzFZazR6bPqZIiZuPGHLeLDBzxmBlhiJn8wPjb40mXG4tveEQAABxdJREFUNhg/J/n3vL5rvngofnxqKA58+eFjJDbhoZFpnWum5thjzoURn1oSJ2vl6XPwdE3jw+fAyz2tWnleEo3PEWuPpI1nW7sApfmmN930DKRnID0DbesMHLz6nXVaciKMvmtPZ2l4rMsbTli/T760wgxGWD/3WnnCSpacsPKlEbZLDiwYsN2W5Mf1yPiuW3c62PW+PI2tXLHhiwGeeHqvPhmwBY5Xt+5MyFE2a1ZF9rQmf+z7NbaoRXXjCSNOyXLN4CuXt4xD3/uK28MO/hjYY2idayZ/bDLnwoiv3Fmzj/KhWbXAnoZkmmVLMzmghzyeT9L6nY0n08YzvQC3rQtwut/pfqdnID0Dbe0MHLz2vXVadiqMHstOWUmG7rbslNWt/yoMyfPN/Tacs9p1Z7K2cmHBgMV+Lgx84YgpFw47yMqXn7LeNM0OyzruA3zfT760ypWRzcJlp6xv01eBJ10w3hbrMmcXfeS1NKSOn4sG26UVODC9+NWAVmAVf2uwqlFrsK21S92qE2Jlr/zAXr8NZ8N+R/S5QBMTA54Ge/jOprTxfOCLo9vaxSjNN70Bp2cgPQPpGXj6z8DhGz9Y58Yz2dF/0wWrXnPGmIsbo9nL43TPDKbPJ19abdOXWTtxHOvSxjNWt+FcsF+1+r7POLZm7RljwAePXhKm3PELMlhmsMQf1xGvKIPFdmHjGeuaWWMPDDkhkx1oxQOv97pITg4a6MQHdey38fxDccTjYo1vxZ4k9zzF5nm5aOWcS+75+fbE46B9PeKy+JqzEefF1+zBiA1p45k2nun/05yegfQMpGcgPQNP9Rk4dOMHK1t91rqsPhvmAVsuW92mC2EtnuSs/ahee9b6bbpg3TN81sUxjPA1n0RYv06yCw+bwjGj67GFCRjha3li2fSwDXSITzjmfpsvGnjx+qw/a+TPuuvqiNYa/8QhbF+nBxb7flAHdPt/ein4xTe+4PkBT36xCc7bES2/RRm7WuebiQH/+TCSsYfxukuWNKsuSbI4r7V2B60/nX7Unv60//T/tJ/ucbrH6RlIz0BbPgOHbvxoAz67av22XLZamsi1FwLdZe0F00AmmlmYmg33MZLHsfDh5cJ2dX7KEnzLLvrIZY8YJIvP+IvHUbH2ghXHdMi7+pP7+RasvRBq4WMFU5TRw79k6MX9xtfUM85LWhNX/61XstjCtRfMD+T4YxCP4hYv19xv65VWY/tsjGzLlvwkzdQAft/NF7NxoUeNfdyi2QuwSbl73qCNX6aNZ1u+GKW5pzfj9AykZyA9A0//GTh88ycbuPOG9d502bquj0bl+stWmKHh+XWvDZcD3sulx9xj/WXrvTmy0239Zeu37WrQ9xhP45t1eQbrZXEau/23XzNiiMv8Gpt9Pr0fBzLi8Bho+Vac2Mc2sSgHMAww6MAXLm7Pr8FIx/OTaOrbWmxJbG+S7HleS7XyWNXD83LR/bddfeCMgCMHzkV81H12JdSQWPygRqov85jdF9PGM73oPv0X3XSP0z1Oz0B6BtryGTh06yfrtuma9ae52nQtO+LrAbtu2qDdt6zP1vsYj/c0mN5brgV8qbPpMaJ7bopw2BYv14wtcMV5bBa4XMozdFFGL243nuPAXTet3/YoP+niTzFKv25blJ/W8ZkYwMT5udatyV26NZtbb5e8W6q/7DI/ShzYxb7Xz0e3xvaQrefTxrMtX4zS3NObcXoG0jOQnoGn/wwcuv0367blptVsuWkFW24GmnWfbdEaXt3OmzZo312rdHIwuUbfHRHe28uFLd8SYXt/ltuedImhdMtN60+TmsM/sYKRXPZ7OR4yMOQsHDMx4AMd1uTLGppc5Bc+NPp+oFeEzt67oX7QScPXhTr32/VgHD6mOK144vykNfEolyR5nPcotns+om3yjPuLr4dsv5Q2nulF9+m/6KZ7nO5xegbSM9CWz8ChOz9bwfY71n37Heu3506gWZdsv2ODm++FUbH9jhVuv2O1O+/LwcQHmAH77wZc9fY7VpaA8TrYBQ9Ps5d7Gjk24RFrLjwxez1oeHUuN3jkSrwei01skyexSVd5F2dk5FUe0wWLPWIc1Hwv6INPGmBqMoPYBu7/OrsWn1n1/z1nauJjEt1/XxSf1vGZGvncwQ888PUDPC+ndkN2XUkbz7Z8MUpzT2/G6RlIz0B6Bp7+M3D47i/Wfdc3YfTb/42V7vrGmAcf+t4GHfzWemRkYAY2Rzjh/dx7V6RT4vDY8BhP993zsL1c9sEyvH75rod5xNDL+QdP/NiFj1w2kmLzPPxRB/muzOhiA3s+T9lkxk8umceJ9j7FyzfXxuqQD0vMijsfTrK6fffrI16uuTCz37nk1MCPur2cj+8e4Hk5cb695/r9xrO5OfqP29M5rUN6BtIzkJ6B9AykZyA9A+kZSM/Ab3UG/j8AU9iZIwrGgAAAAABJRU5ErkJggg==)
边缘计算对云计算厂商有一定冲击,但是也是可以协同发展的,所以玩家肯定包括云计算厂商。
除此之外,肯定少不了硬件厂商和软件厂商。硬件主要是传感器、路由器、边缘节点/服务器、网关、芯片等。
其次是服务商,包括网络服务商。所以各大通信运营商(电信、移动、联通)也是主要玩家。
物联网设备需要内容,所以场景服务商和内容服务商也在该产业链中。
解决方案提供商则可以提供最综合的服务,也是主要参与者。
福布斯的文章说,边缘计算的未来发展趋势是处理器会变得更小更节能省电,算法占用的内存也会更少,5G网络也将使边缘计算技术能够服务更多的应用。这很好理解,就是硬件和软件技术都将更加尖端,而5G网又使得更多设备接入边缘云成为可能。
美国 Market.US 公司曾在2022年底对未来10年的全球边缘计算市值进行预测,大家可以参考下:
其中,硬件的市场份额最大,占据了45%。难怪我在国外多家公司发布的全球主要玩家名单里也看到了华为的名字。
总而言之,5G成就了边缘计算,而边缘计算也助力物联网实现了智能化,持续为智慧城市、智慧交通、智能家居、自动驾驶等领域的发展赋能,驱动万物互联时代的到来。